Oscar Castillo

发表

Face, Fingerprint and Voice Recognition with Modular Neural Networks and Fuzzy Integration

Oscar Castillo, Patricia Melin, Ricardo Muñoz, 2009, Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition.

The evolutionary learning rule for system identification

Oscar Castillo, Patricia Melin, Oscar Montiel, 2003, Appl. Soft Comput..

Particle Swarm Optimization with Fuzzy Dynamic Parameters Adaptation for Modular Granular Neural Networks

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2017, EUSFLAT/IWIFSGN.

4 A Method for Type-2 Fuzzy Inference in Control Applications

Oscar Castillo, Patricia Melin, 2007 .

Nature-Inspired Optimization Algorithms for Neuro-Fuzzy Models in Real-World Control and Robotics Applications

Oscar Castillo, Fevrier Valdez, Amita Jain, 2019, Comput. Intell. Neurosci..

General Type-2 fuzzy edge detectors applied to face recognition systems

Oscar Castillo, Patricia Melin, Claudia I. González, 2016, 2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS).

Neural Network with Type-2 Fuzzy Weights Adjustment for Pattern Recognition of the Human Iris Biometrics

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2012, MICAI.

An optimization method for designing type-2 fuzzy inference systems based on the footprint of uncertainty using genetic algorithms

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2012, Expert Syst. Appl..

Generalized Type-2 Fuzzy Systems for controlling a mobile robot and a performance comparison with Interval Type-2 and Type-1 Fuzzy Systems

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2015, Expert Syst. Appl..

A New Model of Modular Neural Networks with Fuzzy Granularity for Pattern Recognition and Its Optimization with Hierarchical Genetic Algorithms

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2011, MICAI.

Interval Type-2 Mamdani Fuzzy Systems for Intelligent Control

Oscar Castillo, O. Castillo, 2012, Combining Experimentation and Theory.

Evolutionary Modeling Using A Wiener Model

Oscar Castillo, Patricia Melin, Oscar Montiel, 2004, WSC.

Transactions on Engineering Technologies

Oscar Castillo, Xu Huang, Sio-Iong Ao, 2014 .

Review of Recent Type-2 Fuzzy Image Processing Applications

Oscar Castillo, Claudia I. González, Mauricio A. Sanchez, 2017, Inf..

Fuzzy Dynamic Parameter Adaptation in the Harmony Search Algorithm for the Optimization of the Ball and Beam Controller

Oscar Castillo, Fevrier Valdez, Juan R. Castro, 2018, Adv. Oper. Res..

Intelligent adaptive control of robotic dynamic systems with a new hybrid neuro-fuzzy-fractal approach

Oscar Castillo, Patricia Melin, P. Melin, 1999, 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397).

Fuzzy Logic for Dynamic Parameter Tuning in ACO and Its Application in Optimal Fuzzy Logic Controller Design

Oscar Castillo, José Soria, Héctor Neyoy, 2015, Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics.

Improving the Human Evolutionary Model: An intelligent optimization method

Oscar Castillo, Patricia Melin, Oscar Montiel, 2007 .

Design of Fuzzy Control Systems with Different PSO Variants

Oscar Castillo, Resffa Fierro, 2013, Recent Advances on Hybrid Intelligent Systems.

Ant Colony Optimization with Parameter Adaptation Using Fuzzy Logic for TSP Problems

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

A new approach for time series prediction using ensembles of ANFIS models with interval type-2 and type-1 fuzzy integrators

Oscar Castillo, Patricia Melin, Jesus Soto, 2013, 2013 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr).

Modular Neural Network Preprocessing Procedure with Intuitionistic Fuzzy InterCriteria Analysis Method

Oscar Castillo, Patricia Melin, Krassimir T. Atanassov, 2015, FQAS.

Fuzzy Logic for Inculcating Significance of Semantic Relations in Word Sense Disambiguation Using a WordNet Graph

Oscar Castillo, Devendra K. Tayal, Amita Jain, 2018, Int. J. Fuzzy Syst..

Adaptive Model-Based Control of Non-linear Plants Using Soft Computing Techniques

Oscar Castillo, Patricia Melin, P. Melin, 2002 .

Evolutionary Computing for Fuzzy System Optimization in Intelligent Control

Oscar Castillo, Fevrier Valdez, Gabriel Huesca, 2004, IC-AI.

Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox

Oscar Castillo, Patricia Melin, Juan R. Castro, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Chemical Optimization Algorithm for Fuzzy Controller Design

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2014 .

Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

A fuzzy-genetic controller for the output regulation of a servomechanism with backlash

Oscar Castillo, Nohé R. Cázarez-Castro, Luis T. Aguilar, 2009, 2009 IEEE Workshop on Hybrid Intelligent Models and Applications.

Study of Parameter Variations in the Cuckoo Search Algorithm and the Influence in Its Behavior

Oscar Castillo, Mario García Valdez, Maribel Guerrero, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Optimization of the type-1 and interval type-2 fuzzy integrators in Ensembles of ANFIS models for prediction of the Dow Jones time series

Oscar Castillo, Patricia Melin, Jesus Soto, 2014, 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).

Optimization of ensemble neural networks with fuzzy integration using the particle swarm algorithm for the US Dollar/MX time series prediction

Oscar Castillo, Patricia Melin, Martha Pulido, 2014, 2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW).

Interval type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimisation with genetic algorithms

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2008, Int. J. Biom..

Intelligent Control for a Perturbed Autonomous Wheeled Mobile Robot: a Type-2 Fuzzy Logic Approach

Oscar Castillo, Luis T. Aguilar, Leslie Astudillo, 2007 .

Computational intelligence software: Type-2 Fuzzy Logic and Modular Neural Networks

Oscar Castillo, Patricia Melin, P. Melin, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Trends in Intelligent Systems and Computer Engineering

Oscar Castillo, Sio-Iong Ao, Li Xu, 2008 .

Interference Cancellation Using a Fuzzy Real Coded Evolutionary Algorithm

Oscar Castillo, Patricia Melin, Oscar Montiel, 2003, IC-AI.

Face recognition using modular neural networks and fuzzy Sugeno integral for response integration

Oscar Castillo, Patricia Melin, Cristina Felix, 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..

Toolbox for bio‐inspired optimization of mathematical functions

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2014, Comput. Appl. Eng. Educ..

Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems

Oscar Castillo, Pranab K. Muhuri, Patricia Melin, 2020, Eng. Appl. Artif. Intell..

Genetic Optimization of Membership Functions in Modular Fuzzy Controllers for Complex Problems

Oscar Castillo, Leticia Cervantes, 2013, Recent Advances on Hybrid Intelligent Systems.

Intelligent mathematical modelling and simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach

Oscar Castillo, Patricia Melin, 1999, Proceedings 32nd Annual Simulation Symposium.

Simulation of language evolution using Fuzzy Grammars

Oscar Castillo, Juan Paulo Alvarado-Magana, Antonio Rodriguez-Diaz, 2012, 2012 Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS).

Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory

Oscar Castillo, Patricia Melin, P. Melin, 2002, IEEE Trans. Neural Networks.

Adaptive intelligent control of aircraft systems with a hybrid approach combining neural networks, fuzzy logic and fractal theory

Oscar Castillo, Patricia Melin, P. Melin, 2003, Appl. Soft Comput..

Novel Developments in Uncertainty Representation and Processing: Proceedings of 14th International Conference on Intuitionistic Fuzzy Sets and Generalized Nets

Oscar Castillo, Patricia Melin, Janusz Kacprzyk, 2015 .

Neuro-Fuzzy Approach for Adaptive Model-Based Control

Oscar Castillo, Patricia Melin, P. Melin, 2001 .

A new fuzzy-genetic approach for the simulation and forecasting of international trade non-linear dynamics

Oscar Castillo, Patricia Melin, 1998, Proceedings of the IEEE/IAFE/INFORMS 1998 Conference on Computational Intelligence for Financial Engineering (CIFEr) (Cat. No.98TH8367).

Hybrid Soft Computing Models for Systems Modeling and Control

Oscar Castillo, Patricia Melin, P. Melin, 2009, Encyclopedia of Complexity and Systems Science.

Differential Evolution Algorithm with Type-2 Fuzzy Logic for Dynamic Parameter Adaptation with Application to Intelligent Control

Oscar Castillo, José Soria, Patricia Ochoa, 2021 .

Type-2 fuzzy logic dynamic parameter adaptation in a new Fuzzy Differential Evolution method

Oscar Castillo, José Soria, Patricia Ochoa, 2016, 2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS).

Fuzzy rule-based models with interactive rules and their granular generalization

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2017, Fuzzy Sets Syst..

A hybrid approach with the wavelet transform, modular neural networks and fuzzy integrals for face and fingerprint recognition

Oscar Castillo, Patricia Melin, Miguel Lopez, 2009, 2009 IEEE Workshop on Hybrid Intelligent Models and Applications.

Interval Type-2 Fuzzy Logic for Control Applications

Oscar Castillo, O. Castillo, 2010, 2010 IEEE International Conference on Granular Computing.

Human Recognition using Face, Fingerprint and Voice

Oscar Castillo, Patricia Melin, P. Melin, 2005 .

Interval Type-2 Fuzzy Dynamic Parameter Adaptation in Bee Colony Optimization for Autonomous Mobile Robot Navigation

Oscar Castillo, 2021 .

Recent Advances on Hybrid Intelligent Systems

Oscar Castillo, Patricia Melin, Janusz Kacprzyk, 2013, Studies in Computational Intelligence.

Information granule formation via the concept of uncertainty-based information with Interval Type-2 Fuzzy Sets representation and Takagi-Sugeno-Kang consequents optimized with Cuckoo search

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2015, Appl. Soft Comput..

Optimizing Type-2 Fuzzy Reactive and Tracking Controllers Using Genetic Algorithms

Oscar Castillo, 2012 .

Evolutionary Computing for Architecture Optimization

Oscar Castillo, Patricia Melin, P. Melin, 2005 .

Edge Detection Methods and Filters Used on Digital Image Processing

Oscar Castillo, Patricia Melin, Claudia I. Gonzalez, 2017 .

Fuzzy-Genetic Approach for Automated Simulation

Oscar Castillo, Patricia Melin, 2001 .

Optimization of Membership Functions for an Incremental Fuzzy PD Control Based on Genetic Algorithms

Oscar Castillo, Patricia Melin, Yazmín Maldonado, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Optimization of Type-2 Fuzzy Controllers Using the Bee Colony Algorithm

Oscar Castillo, Leticia Amador, 2017 .

A Review of Dynamic Parameter Adaptation Methods for the Firefly Algorithm

Oscar Castillo, Fevrier Valdez, Carlos Soto, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Intelligent Control of a Motor Drive Using a Hybrid Neuro-Fuzzy Approach

Oscar Castillo, Patricia Melin, 2002, JCIS.

Modelling Complex Dynamical Systems with a Fuzzy Inference System for Differential Equations

Oscar Castillo, Patricia Melin, 2001 .

Fuzzy Modeling Fundamentals

Oscar Castillo, Patricia Melin, P. Melin, 2008, Wiley Encyclopedia of Computer Science and Engineering.

Imperialist Competitive Algorithm with Fuzzy Logic for Parameter Adaptation: A Parameter Variation Study

Oscar Castillo, José Soria, Emer Bernal, 2015, IWIFSGN@FQAS.

Soft Computing Applications in Optimization, Control, and Recognition

Oscar Castillo, Patricia Melin, P. Melin, 2012, Studies in Fuzziness and Soft Computing.

Fuzzy Logic for Parameter Tuning in Evolutionary Computation and Bio-inspired Methods

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2010, MICAI.

Tutorial HIMA-T Hybrid intelligent systems with Soft Computing techniques

Oscar Castillo, Patricia Melin, 2009, 2009 IEEE Workshop on Hybrid Intelligent Models and Applications.

A new method for adaptive model-based control of economic systems using a neuro-fuzzy-genetic approach: the case of international trade dynamics

Oscar Castillo, Patricia Melin, P. Melin, 1999, Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering (CIFEr) (IEEE Cat. No.99TH8408).

Rational cognitive muli-agent system with fuzzy logic for a three wheeled mobile robot

Oscar Castillo, José Mario García Valdez, Arnulfo Alanis Garza, 2010, International Conference on Fuzzy Systems.

Forecasting of COVID-19 time series for countries in the world based on a hybrid approach combining the fractal dimension and fuzzy logic

Oscar Castillo, Patricia Melin, P. Melin, 2020, Chaos, Solitons & Fractals.

Design and optimization of type-2 fuzzy system in FPGAs

Oscar Castillo, Yazmin Maldonado, O. Castillo, 2012, World Automation Congress 2012.

Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection

Oscar Castillo, Patricia Melin, Claudia I. González, 2014, WCSC.

Optimization of Fuzzy Controllers Design Using the Bee Colony Algorithm

Oscar Castillo, Camilo Caraveo, O. Castillo, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy ANFIS approach

Oscar Castillo, Patricia Melin, Leocundo Aguilar, 2003, Appl. Soft Comput..

A Study of Parameters of the Grey Wolf Optimizer Algorithm for Dynamic Adaptation with Fuzzy Logic

Oscar Castillo, José Soria, Luis Rodríguez, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Comparative Study of Feature Extraction Methods of Fuzzy Logic Type 1 and Type-2 for Pattern Recognition System Based on the Mean Pixels

Oscar Castillo, Patricia Melin, Miguel Lopez, 2010, Soft Computing for Recognition Based on Biometrics.

Type-2 Fuzzy Logic in Intelligent Control Applications

Oscar Castillo, O. Castillo, 2011, Studies in Fuzziness and Soft Computing.

Homogeneous output feedback tracking control for robot manipulators

Oscar Castillo, Luis T. Aguilar, 2005, Circuits, Signals, and Systems.

Intelligent control of complex electrochemical systems with a neuro-fuzzy-genetic approach

Oscar Castillo, Patricia Melin, P. Melin, 2001, IEEE Trans. Ind. Electron..

Modelling, simulation and forecasting of competing dynamic companies using a new fuzzy-genetic approach

Oscar Castillo, Patricia Melin, 2002 .

Time Series Prediction Using Ensembles of ANFIS Models with Particle Swarm Optimization of the Fuzzy Integrators

Oscar Castillo, Patricia Melin, Jesus Soto, 2015, MICAI.

DEVELOPING A NEW METHOD FOR THE IDENTIFICATION OF MICROORGANISMS FOR THE FOOD INDUSTRY USING THE FRACTAL DIMENSION

Oscar Castillo, Patricia Melin, P. Melin, 1994 .

Special issue on “Type-2 fuzzy systems and granular computing”

Oscar Castillo, Pranab K. Muhuri, O. Castillo, 2018, Granular Computing.

Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

A visual toolbox for modeling and testing multi‐net neural systems

Oscar Castillo, Patricia Melin, Juan R. Castro, 2013, Comput. Appl. Eng. Educ..

A method based on Interactive Evolutionary Computation and fuzzy logic for increasing the effectiveness of advertising campaigns

Oscar Castillo, Mario García Valdez, Alejandra Mancilla, 2017, Inf. Sci..

A Harmony Search Algorithm Comparison with Genetic Algorithms

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2015, Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics.

Genetic optimization of modular neural networks with fuzzy response integration for human recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2012, Inf. Sci..

Proposed Classification Method

Oscar Castillo, Patricia Melin, Jonathan Amezcua, 2018 .

A general method for automated simulation of non-linear dynamical systems using a new fuzzy-fractal-genetic approach

Oscar Castillo, Patricia Melin, 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

Plant Monitoring and Diagnostics

Oscar Castillo, Patricia Melin, 2003 .

General Overview of the Area and Future Trends

Oscar Castillo, Patricia Melin, 2012 .

A Method to Solve the Traveling Salesman Problem Using Ant Colony Optimization Variants with Ant Set Partitioning

Oscar Castillo, José Soria, Evelia Lizárraga, 2013, Recent Advances on Hybrid Intelligent Systems.

High Performance Fuzzy Systems for Real World Problems

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2012, Adv. Fuzzy Syst..

General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System

Oscar Castillo, Patricia Melin, Claudia I. González, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Statistical comparison of type-1 and type-2 fuzzy systems design with genetic algorithms in the case of three tank water control

Oscar Castillo, Leticia Cervantes, O. Castillo, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Advanced Applications of Automated Mathematical Modelling and Simulation

Oscar Castillo, Patricia Melin, 2001 .

Particle Swarm Optimization for Average Approximation of Interval Type-2 Fuzzy Inference Systems Design in FPGAs for Real Applications

Oscar Castillo, Patricia Melin, Yazmín Maldonado, 2013, Recent Advances on Hybrid Intelligent Systems.

MLP for Electroencephalographic Signals Classification Using Different Adaptive Learning Algorithm

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Intelligent Manufacturing of Television Sets

Oscar Castillo, Patricia Melin, 2003 .

Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction

Oscar Castillo, Patricia Melin, Salvador Gonzalez, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Comparative Study of Fuzzy Information Processing in Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, P. Melin, 2011 .

A new optimization meta-heuristic algorithm based on self-defense mechanism of the plants with three reproduction operators

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2018, Soft Comput..

Chemical Reaction Algorithm for Type-2 Fuzzy Control Optimization in Mobile Robots

Oscar Castillo, José Soria, O Daviddela, 2018 .

A hybrid method for IT2 TSK formation based on the principle of justifiable granularity and PSO for spread optimization

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Genetic Design of an Interval Type-2 Fuzzy Controller for Velocity Regulation in a DC Motor

Oscar Castillo, Yazmin Maldonado, 2012 .

Special issue on intelligent biomedical data analysis and processing

Oscar Castillo, Joel J. P. C. Rodrigues, Deepak Gupta, 2020, Expert Syst. J. Knowl. Eng..

Nature inspired chemical optimization to design a type-2 fuzzy controller for a mobile robot

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Automated mathematical modelling and simulation for bacteria growth control in the food industry using artificial intelligence and fractal theory

Oscar Castillo, Patricia Melin, 1997 .

Imperialist Competitive Algorithm with Dynamic Parameter Adaptation Using Fuzzy Logic Applied to the Optimization of Mathematical Functions

Oscar Castillo, Fevrier Valdez, José Soria, 2017, Algorithms.

Cuckoo Search via Lévy Flights and a Comparison with Genetic Algorithms

Oscar Castillo, Mario García Valdez, Maribel Guerrero, 2015, Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics.

Fuzzy granular gravitational clustering algorithm for multivariate data

Oscar Castillo, Patricia Melin, Juan R. Castro, 2014, Inf. Sci..

Interactive evolutionary computation with adaptive mutation for increasing the effectiveness of advertisement texts

Oscar Castillo, Mario García Valdez, Alejandra Mancilla, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Optimization of a Fuzzy Tracking Controller for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2013, Recent Advances on Hybrid Intelligent Systems.

Designing Type-1 Fuzzy Logic Controllers via Fuzzy Lyapunov Synthesis for Nonsmooth Mechanical Systems: The Perturbed Case

Oscar Castillo, Nohé R. Cázarez-Castro, Luis T. Aguilar, 2011, Computación y Sistemas.

A novel parameter estimation in dynamic model via fuzzy swarm intelligence and chaos theory for faults in wastewater treatment plant

Oscar Castillo, Deepak Gupta, Ahmed M. Anter, 2020, Soft Comput..

Automated mathematical modelling and simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach

Oscar Castillo, Patricia Melin, P. Melin, 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

A New Algorithm Based in the Smart Behavior of the Bees for the Design of Mamdani-Style Fuzzy Controllers Using Complex Non-linear Plants

Oscar Castillo, Leticia Amador-Angulo, O. Castillo, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators

Oscar Castillo, Patricia Melin, Jesus Soto, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Parallel Processing of Genetic Algorithms and Neural Networks for Control

Oscar Castillo, Patricia Melin, Ricardo Palma, 2002, International Conference on Artificial Intelligence.

Multi-Metaheuristic Competitive Model for Optimization of Fuzzy Controllers

Oscar Castillo, Fevrier Valdez, José Soria, 2019, Algorithms.

Fuzzy Chemical Reaction Algorithm with Dynamic Adaptation of Parameters

Oscar Castillo, José Soria, Leslie Astudillo, 2017, NAFIPS.

IAENG Transactions on Engineering Technologies

Oscar Castillo, Xu Huang, Sio-Iong Ao, 2013 .

Designing Systematic Stable Fuzzy Logic Controllers by Fuzzy Lyapunov Synthesis

Oscar Castillo, José Soria, María Concepción Ibarra, 2013, Recent Advances on Hybrid Intelligent Systems.

A New Optimization Metaheuristic Based on the Self-defense Techniques of Natural Plants Applied to the CEC 2015 Benchmark Functions

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2017, EUSFLAT/IWIFSGN.

Fuzzy Classification System Design Using PSO with Dynamic Parameter Adaptation Through Fuzzy Logic

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2015, Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics.

Automated quality control in sound speaker manufacturing using a hybrid neuro-fuzzy approach

Oscar Castillo, Patricia Melin, F. Sotelo, 2001 .

13 Intelligent Control of the Pendubot with Interval Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, 2007 .

Edge Detection Approach Based on Type-2 Fuzzy Images

Oscar Castillo, Claudia I. González, Juan R. Castro, 2019, J. Multiple Valued Log. Soft Comput..

Performance analysis of Cognitive Map-Fuzzy Logic Controller model for adaptive control application

Oscar Castillo, José Luis González, Luis T. Aguilar, 2008, 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence).

Multiple Objective Genetic Algorithms for Path-planning Optimization in Autonomous Mobile Robots

Oscar Castillo, Patricia Melin, Leonardo Trujillo, 2006, Soft Comput..

A new method for adaptive model-based control of non-linear dynamic plants using a neuro-fuzzy-fractal approach

Oscar Castillo, Patricia Melin, P. Melin, 2001, Soft Comput..

Evolutionary Computing for Topology Optimization of Fuzzy Systems in Intelligent Control

Oscar Castillo, Fevrier Valdez, Gabriel Huesca, 2004, WSC.

Intelligent Automation and Computer Engineering

Oscar Castillo, Sio-Iong Ao, Xu Huang, 2010 .

A new optimization algorithn based on a paradigm inspired by nature

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2011 .

Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2013, Expert Syst. Appl..

Black box evolutionary mathematical modeling applied to linear systems: Research Articles

Oscar Castillo, Patricia Melin, Oscar Montiel, 2005 .

A new approach to control of multivariable systems through a hierarchical aggregation of fuzzy controllers

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2019 .

An Analytical Study for the Role of Fuzzy Logic in Improving Metaheuristic Optimization Algorithms

Oscar Castillo, Devendra K. Tayal, Amita Jain, 2019, J. Autom. Mob. Robotics Intell. Syst..

Metrics for Edge Detection Methods

Oscar Castillo, Patricia Melin, Juan R. Castro, 2017 .

Impact Study of the Footprint of Uncertainty in Control Applications Based on Interval Type-2 Fuzzy Logic Controllers

Oscar Castillo, Patricia Melin, Emanuel Ontiveros, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Interval Type-2 Fuzzy System Design Based on the Interval Type-2 Fuzzy C-Means Algorithm

Oscar Castillo, Patricia Melin, Elid Rubio, 2016, Fuzzy Technology.

Bidding Strategies Based on Type-1 and Interval Type-2 Fuzzy Systems for Google AdWords Advertising Campaigns

Oscar Castillo, Mario García Valdez, Alejandra Mancilla, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Pattern Recognition for Industrial Security Using the Fuzzy Sugeno Integral and Modular Neural Networks

Oscar Castillo, Patricia Melin, Miguel Lopez, 2007 .

Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing - An Evolutionary Approach for Neural Networks and Fuzzy Systems

Oscar Castillo, Patricia Melin, P. Melin, 2005, Studies in Fuzziness and Soft Computing.

Joint set-up of parameters in genetic algorithms and the artificial bee colony algorithm: an approach for cultivation process modelling

Olympia Roeva, Oscar Castillo, Dafina Zoteva, 2020, Soft Computing.

Comparison of fuzzy controllers for the water tank with Type-1 and Type-2 fuzzy logic

Oscar Castillo, Martha Pulido, Leticia Amador-Angulo, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Methodology to Test and Validate a VHDL Inference Engine through the Xilinx System Generator

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2008, Soft Computing for Hybrid Intelligent Systems.

Evolutionary Optimization of Interval Type-2 Fuzzy Systems Using the Human Evolutionary Model

Oscar Castillo, 2012 .

Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller

Oscar Castillo, Nohé R. Cázarez-Castro, Luis T. Aguilar, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

A new methodology for membership function design using Ant Colony Optimization

Oscar Castillo, Patricia Melin, José Soria, 2013, 2013 IEEE Symposium on Swarm Intelligence (SIS).

Soft Computing for Intelligent Control and Mobile Robotics

Witold Pedrycz, Oscar Castillo, Janusz Kacprzyk, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2016, Appl. Soft Comput..

Chaotic Time Series Prediction Using Ensembles of ANFIS

Oscar Castillo, José Soria, Jesus Soto, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

A new method for adaptive model-based control of non-linear plants using type-2 fuzzy logic and neural networks

Oscar Castillo, Patricia Melin, P. Melin, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Differential Evolution Using Fuzzy Logic and a Comparative Study with Other Metaheuristics

Oscar Castillo, José Soria, Patricia Ochoa, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Type-1 to Type-n Fuzzy Logic and Systems

Oscar Castillo, Mohammad Hossein Fazel Zarandi, R. Gamasaee, 2016, Fuzzy Logic in Its 50th Year.

Parameter tuning of membership functions of a fuzzy logic controller for an autonomous wheeled mobile robot using ant colony optimization

Oscar Castillo, José Soria, Ricardo Martinez-Marroquin, 2009, FUZZ-IEEE.

Modelling, Simulation and Control of Non-linear Dynamical Systems: An Intelligent Approach Using Soft Computing and Fractal Theory

Oscar Castillo, Patricia Melin, P. Melin, 2001 .

Mediative Fuzzy Logic for Controlling Population Size in Evolutionary Algorithms

Oscar Castillo, Patricia Melin, Oscar Montiel, 2009, Intell. Inf. Manag..

Bio-inspired Optimization Methods on Graphic Processing Unit for Minimization of Complex Mathematical Functions

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2013, Recent Advances on Hybrid Intelligent Systems.

Proposed augmentation of the Bat Algorithm using fuzzy logic for dynamic parameter adaptation

Oscar Castillo, Fevrier Valdez, Jonathan Pérez, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

A Hybrid PSO-GA Optimization Method to Design Type-1 and Type-2 Fuzzy Logic Controllers

Oscar Castillo, 2012 .

Interval Type II Fuzzy Rough Set Rule Based Expert System to Diagnose Chronic Kidney Disease

Oscar Castillo, Mohammad Hossein Fazel Zarandi, Mona Abdolkarimzadeh, 2018, NAFIPS.

Fuzzy Lyapunov Synthesis for Nonsmooth Mechanical Systems

Oscar Castillo, Luis T. Aguilar, O. Castillo, 2018, Type-2 Fuzzy Logic in Control of Nonsmooth Systems.

Ant Lion Optimization in a Fuzzy System for Benchmark Control Problem

Oscar Castillo, Leticia Cervantes, Edith Garcia, 2018 .

1 Introduction to Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, 2007 .

A cognitive map and fuzzy inference engine model for online design and self fine-tuning of fuzzy logic controllers

Oscar Castillo, Luis T. Aguilar, J. L. Gonzalez, 2009, HIS 2009.

Path planning for autonomous mobile robot navigation with ant colony optimization and fuzzy cost function evaluation

Oscar Castillo, Patricia Melin, Oscar Montiel, 2009, Appl. Soft Comput..

Fuzzy System to Control the Movement of a Wheeled Mobile Robot

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Genetic Optimization of Type-1 and Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction

Oscar Castillo, Patricia Melin, Jesus Soto, 2014, WCSC.

A comprehensive review on type 2 fuzzy logic applications: Past, present and future

Oscar Castillo, Amita Jain, Janusz Kacprzyk, 2020, Eng. Appl. Artif. Intell..

Generalized Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, Claudia I. Gonzalez, 2017 .

Conjunction and disjunction operations for digital fuzzy hardware

Oscar Castillo, Ildar Z. Batyrshin, Oscar Camacho Nieto, 2013, Appl. Soft Comput..

Statistical Analysis of Type-1 and Interval Type-2 Fuzzy Logic in dynamic parameter adaptation of the BCO

Oscar Castillo, Leticia Amador-Angulo, O. Castillo, 2015, IFSA-EUSFLAT.

Neural Networks for Control

Oscar Castillo, Patricia Melin, 2001 .

Cuckoo Search Algorithm via Lévy Flight with Dynamic Adaptation of Parameter Using Fuzzy Logic for Benchmark Mathematical Functions

Oscar Castillo, Mario García Valdez, Maribel Guerrero, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

A Comparative Study of Membership Functions for an Interval Type-2 Fuzzy System Used for Dynamic Parameter Adaptation in Particle Swarm Optimization

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2014, WCSC.

A multi-objective optimization of type-2 fuzzy control speed in FPGAs

Oscar Castillo, Patricia Melin, Yazmín Maldonado, 2014, Appl. Soft Comput..

Genetic optimization of ensemble neural networks for complex time series prediction

Oscar Castillo, Patricia Melin, Martha Pulido, 2011, The 2011 International Joint Conference on Neural Networks.

Intelligent simulation and forecasting of competing dynamic companies with a fuzzy-genetic approach

Oscar Castillo, Patricia Melin, 2000, Proceedings of the IEEE/IAFE/INFORMS 2000 Conference on Computational Intelligence for Financial Engineering (CIFEr) (Cat. No.00TH8520).

Optimization of interval type-2 and type-1 fuzzy integrators in ensembles of ANFIS models with Genetic Algorithms

Oscar Castillo, Patricia Melin, Jesus Soto, 2013, 2013 World Congress on Nature and Biologically Inspired Computing.

Intelligent adaptive control of nonlinear dynamical systems with a hybrid neuro-fuzzy-genetic approach

Oscar Castillo, Patricia Melin, P. Melin, 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

Optimization of ensemble neural networks with type-2 fuzzy response integration for predicting the Mackey-Glass time series

Oscar Castillo, Patricia Melin, Martha Pulido, 2013, 2013 World Congress on Nature and Biologically Inspired Computing.

Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2007 .

f a Reactive Controller obots Based on CRA

Oscar Castillo, Abraham Melendez, Leslie Astud, 2015 .

Parameter Optimization for Membership Functions of Type-2 Fuzzy Controllers for Autonomous Mobile Robots Using the Firefly Algorithm

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2018, NAFIPS.

Comparative Study of Type-1 and Type-2 Fuzzy Systems for the Three-Tank Water Control Problem

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2012, MICAI.

Optimization with genetic algorithms of modular neural networks using interval type-2 fuzzy logic for response integration: The case of multimodal biometry

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

A new multi-stable fractional-order four-dimensional system with self-excited and hidden chaotic attractors: Dynamic analysis and adaptive synchronization using a novel fuzzy adaptive sliding mode control method

Oscar Castillo, Irene M. Moroz, Hadi Jahanshahi, 2020, Appl. Soft Comput..

Dynamic Parameter Adaptation Using Interval Type-2 Fuzzy Logic in Bio-Inspired Optimization Methods

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2017, IBICA.

A New Method for Response Integration in Modular Neural Networks using Type-2 Fuzzy Logic for Biometric Systems

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2007, 2007 International Joint Conference on Neural Networks.

Type-2 Fuzzy Logic Augmentation of the Imperialist Competitive Algorithm with Dynamic Parameter Adaptation

Oscar Castillo, Fevrier Valdez, José Soria, 2019, IFSA/NAFIPS.

A Type-2 Fuzzy Neural Network Ensemble to Predict Chaotic Time Series

Oscar Castillo, Victor M. Torres, O. Castillo, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Controlling International Trade Dynamics

Oscar Castillo, Patricia Melin, 2001 .

Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy approach

Oscar Castillo, Patricia Melin, P. Melin, 2004, Soft Comput..

Soft Computing Applied to Swarm Robotics

Oscar Castillo, Nadia Nedjah, Luiza de Macedo Mourelle, 2017 .

Method for Higher Order polynomial Sugeno Fuzzy Inference Systems

Oscar Castillo, Patricia Melin, Juan R. Castro, 2016, Inf. Sci..

A Generic Approach to Fuzzy Logic Controller Synthesis on FPGA

Oscar Castillo, José Luis González, Luis T. Aguilar, 2006, 2006 IEEE International Conference on Fuzzy Systems.

Optimization of Reactive Control for Mobile Robots Based on the CRA Using Type-2 Fuzzy Logic

Oscar Castillo, José Soria, O Daviddela, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Fuzzy Controllers for Autonomous Mobile Robots

Oscar Castillo, Patricia Melin, P. Melin, 2015, Handbook of Computational Intelligence.

Optimal design of type-2 and type-1 fuzzy tracking controllers for autonomous mobile robots under perturbed torques using a new chemical optimization paradigm

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2013, Expert Syst. Appl..

Introduction to an optimization algorithm based on the chemical reactions

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2015, Inf. Sci..

Fuzzy Harmony Search Algorithm Using an Interval Type-2 Fuzzy Logic Applied to Benchmark Mathematical Functions

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2018, Studies in Computational Intelligence.

On the Graphical Representation of Intuitionistic Membership Functions for Its Use in Intuitionistic Fuzzy Inference Systems

Oscar Castillo, Mario García Valdez, Amaury Hernandez-Aguila, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Modeling and Simulation of the Defuzzification Stage Using Xilinx System Generator and Simulink

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2008, Soft Computing for Hybrid Intelligent Systems.

A New Hybrid Fuzzy-Fractal Approach for Plant Monitoring and Diagnostics

Oscar Castillo, Patricia Melin, P. Melin, 2003 .

Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Systems

Oscar Castillo, Alma Isabel Martinez, Alma Cristina Martinez, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Design of a Type-2 Fuzzy Controller and Its Comparison with Type-1 Fuzzy and PID Controllers for Velocity Regulation in a Motor

Oscar Castillo, 2012 .

Introduction to Type-2 Fuzzy Logic Control

Oscar Castillo, O. Castillo, 2012 .

Multimodal human eye blink recognition method using feature level fusion for exigency detection

Oscar Castillo, Deepali Virmani, Puneet Singh Lamba, 2020, Soft Comput..

Nature-Inspired Optimization of Type-2 Fuzzy Logic Controllers

Oscar Castillo, O. Castillo, 2019, Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making.

Comparative Study of Type-1 and Type-2 Fuzzy Systems Optimized by Hierarchical Genetic Algorithms

Oscar Castillo, Mario García Valdez, Alma Isabel Martinez, 2008, Soft Computing for Hybrid Intelligent Systems.

Sensor Less Fuzzy Logic Tracking Control for a Servo System with Friction and Backlash

Oscar Castillo, Luis T. Aguilar, Nataly Duarte, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Modular Neural Networks

Oscar Castillo, Patricia Melin, 2005 .

A Takagi-Sugeno-Kang Fuzzy Model Formalization of Eelgrass Leaf Biomass Allometry with Application to the Estimation of Average Biomass of Leaves in Shoots: Comparing the Reproducibility Strength of the Present Fuzzy and Related Crisp Proxies

Oscar Castillo, Cecilia Leal Ramírez, Héctor Echavarría-Heras, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Adaptive Model-Based Control of Non-Linear Dynamical Systems with a Neuro-Fuzzy-Genetic Approach

Oscar Castillo, Patricia Melin, P. Melin, 2002 .

A state of the art review of intelligent scheduling

Oscar Castillo, Mohammad Hossein Fazel Zarandi, Ali Akbar Sadat Asl, 2018, Artificial Intelligence Review.

Shadowed Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Harmony Search and Differential Evolution Algorithms

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2019, Algorithms.

Optimization of type-2 fuzzy systems based on the level of uncertainty, applied to response integration in modular neural networks with multimodal biometry

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Modular granular neural networks optimization with Multi-Objective Hierarchical Genetic Algorithm for human recognition based on iris biometric

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2013, 2013 IEEE Congress on Evolutionary Computation.

Interval Type-2 Fuzzy Logic Applications

Oscar Castillo, Patricia Melin, P. Melin, 2009, Human-Centric Information Processing Through Granular Modelling.

Handling Uncertainty in Controllers Using Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, Oscar Montiel, 2005, The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05..

A New Evolutionary Method with a Hybrid Approach Combining Particle Swarm Optimization and Genetic Algorithms using Fuzzy Logic for Decision Making

Oscar Castillo, Patricia Melin, Oscar Montiel, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Vladik Kreinovich, Oscar Castillo, Patricia Melin, 2006, Reliable Computing.

Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers

Oscar Castillo, José Soria, Patricia Ochoa, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

A New Proposal for a Granular Fuzzy C-Means Algorithm

Oscar Castillo, Elid Rubio, O. Castillo, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Face Recognition with Modular Neural Networks and Fuzzy Measures

Oscar Castillo, Patricia Melin, P. Melin, 2005 .

Asynchronous hybrid architecture for parametric system identification using a fuzzy real coded evolutionary algorithm

Oscar Castillo, Patricia Melin, Oscar Montiel, 2004 .

Time series prediction using ensembles of ANFIS models with genetic optimization of interval type-2 and type-1 fuzzy integrators

Oscar Castillo, Patricia Melin, Jesus Soto, 2014, Int. J. Hybrid Intell. Syst..

Evolutionary method combining Particle Swarm Optimisation and Genetic Algorithms using fuzzy logic for parameter adaptation and aggregation: the case neural network optimisation for face recognition

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2010, Int. J. Artif. Intell. Soft Comput..

Hybrid System for Cardiac Arrhythmia Classification with Fuzzy K-Nearest Neighbors and Neural Networks Combined by a Fuzzy Inference System

Oscar Castillo, José Soria, Eduardo Ramírez, 2010, Soft Computing for Recognition Based on Biometrics.

Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, Soft Comput..

Using MatLab's fuzzy logic toolbox to create an application for RAMSET in software engineering courses

Oscar Castillo, Juan R. Castro, Antonio Rodríguez Díaz, 2013, Comput. Appl. Eng. Educ..

Classification of Encephalographic Signals using Artificial Neural Networks

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2015, Computación y Sistemas.

12 Design of Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox

Oscar Castillo, Patricia Melin, 2007 .

Approximation of Intuitionistic Fuzzy Systems for Time Series Analysis in Plant Monitoring and Diagnosis

Oscar Castillo, O. Castillo, 2018, Recent Advances in Intuitionistic Fuzzy Logic Systems.

Interval type-2 fuzzy logic for dynamic parameter adaptation in the Harmony search algorithm

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2016, 2016 IEEE 8th International Conference on Intelligent Systems (IS).

Application of interval type-2 fuzzy neural networks in non-linear identification and time series prediction

Oscar Castillo, Patricia Melin, Juan R. Castro, 2014, Soft Comput..

Fuzzy Logic for Modelling

Oscar Castillo, Patricia Melin, 2001 .

Face recognition using modular neural networks and fuzzy Sugeno integral for response integration

Oscar Castillo, Patricia Melin, Claudia I. Gonzalez, 2005 .

Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks in Nonlinear Identification

Oscar Castillo, Patricia Melin, Juan R. Castro, 2013, Adv. Fuzzy Syst..

Parallel Particle Swarm Optimization with Parameters Adaptation Using Fuzzy Logic

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2012, MICAI.

An Overview of Granular Computing Using Fuzzy Logic Systems

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Ant colony test center for planning autonomous mobile robot navigation

Oscar Castillo, Patricia Melin, Oscar Montiel, 2013, Comput. Appl. Eng. Educ..

A new fuzzy-fractal approach for surface quality control in intelligent manufacturing of materials

Oscar Castillo, Patricia Melin, P. Melin, 1999, Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296).

Fuzzy logic for plant monitoring and diagnostics

Oscar Castillo, Patricia Melin, P. Melin, 2004, 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542).

A fuzzy system for parameter adaptation in ant colony optimization

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2014, 2014 IEEE Symposium on Swarm Intelligence.

Recent Advances in Interval Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, 2012 .

Ant Colony Optimization Algorithms for the Design of Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, 2012 .

Optimization of Artificial Neural Network Architectures for Time Series Prediction Using Parallel Genetic Algorithms

Oscar Castillo, Patricia Melin, Salvador González Mendivil, 2008, Soft Computing for Hybrid Intelligent Systems.

Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction

Oscar Castillo, Patricia Melin, Jesus Soto, 2017, SpringerBriefs in Applied Sciences and Technology.

Dynamic Fuzzy Logic Parameter Tuning for ACO and Its Application in the Fuzzy Logic Control of an Autonomous Mobile Robot

Oscar Castillo, Fevrier Valdez, José Soria, 2013 .

A cognitive map and fuzzy inference engine model for online design and self fine‐tuning of fuzzy logic controllers

Oscar Castillo, José Luis González, Luis T. Aguilar, 2009, Int. J. Intell. Syst..

Application of interval type-2 fuzzy logic for estimating module relevance in Sugeno integration of modular neural networks

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2009, 2009 IEEE International Conference on Fuzzy Systems.

Mediative Fuzzy Logic: A Novel Approach for Handling Contradictory Knowledge

Oscar Castillo, Oscar Montiel, O. Castillo, 2007, Hybrid Intelligent Systems.

An interval type-2 fuzzy logic system for dynamic parameter adaptation in particle swarm optimization

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2014, 2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW).

Optimization Mathematical Functions for Multiple Variables Using the Algorithm of Self-defense of the Plants

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Designing hybrid classifiers based on general type-2 fuzzy logic and support vector machines

Oscar Castillo, Patricia Melin, Emanuel Ontiveros, 2020, Soft Comput..

Adaptive noise cancellation using type-2 fuzzy logic and neural networks

Oscar Castillo, Patricia Melin, P. Melin, 2004, 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542).

Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2014, MICAI.

Fuzzy Parameter Adaptation in Genetic Algorithms for the Optimization of Fuzzy Integrators in Modular Neural Networks for Multimodal Biometry

Oscar Castillo, Denisse Hidalgo, Ricardo Martínez-Soto, 2020, Computación y Sistemas.

Pattern Recognition for Industrial Monitoring and Security using the Fuzzy Sugeno Integral and Modular Neural Networks

Oscar Castillo, Patricia Melin, Miguel Lopez, 2007, 2007 International Joint Conference on Neural Networks.

Intelligence techniques are needed to further enhance the advantage of groups with diversity in problem solving

Vladik Kreinovich, Oscar Castillo, Patricia Melin, 2009, 2009 IEEE Workshop on Hybrid Intelligent Models and Applications.

Intelligent control of the transmission power in cellular phones using fuzzy logic

Oscar Castillo, Patricia Melin, Edgar Zamudio, 2003, 22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003.

Controlling chaotic and unstable behavior in non-linear biochemical reactors by using a new neuro-fuzzy-fractal approach

Oscar Castillo, Patricia Melin, 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

Interval Type-2 Fuzzy Possibilistic C-Means Optimization Using Particle Swarm Optimization

Oscar Castillo, Elid Rubio, O. Castillo, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Soft Computing for Control of Dynamical Systems

Oscar Castillo, 2002 .

A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction

Oscar Castillo, Patricia Melin, Juan R. Castro, 2008, Soft Computing for Hybrid Intelligent Systems.

Automated mathematical modelling for financial time series prediction using fuzzy logic, dynamical systems and fractal theory

Oscar Castillo, Patricia Melin, 1996, IEEE/IAFE 1996 Conference on Computational Intelligence for Financial Engineering (CIFEr).

IAENG Transactions on Engineering Technologies: Special Issue of the International MultiConference of Engineers and Computer Scientists 2012

Oscar Castillo, Gi-Chul Yang, Sio-Iong Ao, 2012 .

A Hybrid Approach for Modular Neural Network Design Using Intercriteria Analysis and Intuitionistic Fuzzy Logic

Oscar Castillo, Patricia Melin, Krassimir T. Atanassov, 2018, Complex..

Optimization of type-2 fuzzy integration in ensemble neural networks for predicting the US Dolar/MX pesos time series

Oscar Castillo, Patricia Melin, Martha Pulido, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Simulation and forecasting of international trade dynamics using non-linear mathematical models and fuzzy logic techniques

Oscar Castillo, Patricia Melin, 1997, Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering (CIFEr).

Modular Neural Networks with Type-2 Fuzzy Integration for Pattern Recognition of Iris Biometric Measure

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2011, MICAI.

Imperialist Competitive Algorithm with Dynamic Parameter Adaptation Applied to the Optimization of Mathematical Functions

Oscar Castillo, José Soria, Emer Bernal, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Special issue on soft computing for control of non-linear dynamical systems

Oscar Castillo, Patricia Melin, 2003, Appl. Soft Comput..

Genetic Optimization Design of Type-1 and Type-2 Fuzzy Systems for Longitudinal Control of an Airplane

Oscar Castillo, 2012 .

Fuzzy Control for Transmission Power Optimization in Cellular Phones

Oscar Castillo, Patricia Melin, Oscar Montiel, 2004 .

SOFT COMPUTING FOR INTELLIGENT CONTROL OF NONLINEAR DYNAMICAL SYSTEMS(INVITED PAPER)

Oscar Castillo, Patricia Melin, P. Melin, 2004 .

MULTIPLE OBJECTIVE GENETIC ALGORITHMS FOR AUTONOMOUS MOBILE ROBOT PATH PLANNING OPTIMIZATION

Oscar Castillo, Patricia Melin, Leonardo Trujillo, 2004 .

Adaptive noise cancellation using type-2 fuzzy logic and neural networks

Oscar Castillo, Patricia Melin, 2004 .

Design of an interval Type-2 fuzzy model with justifiable uncertainty

Oscar Castillo, Juan R. Castro, Olivia Mendoza, 2020, Inf. Sci..

A new classification method based on LVQ neural networks and Fuzzy Logic

Oscar Castillo, Patricia Melin, Jonathan Amezcua, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics - Theory and Applications

Oscar Castillo, Patricia Melin, 2015, Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics.

Interval Type-2 Fuzzy Possibilistic C-Means Clustering Algorithm

Oscar Castillo, Patricia Melin, Elid Rubio, 2015, WCSC.

New Methodology to Approximate Type-Reduction Based on a Continuous Root-Finding Karnik Mendel Algorithm

Oscar Castillo, Patricia Melin, Emanuel Ontiveros-Robles, 2017, Algorithms.

Neural networks recognition rate as index to compare the performance of fuzzy edge detectors

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Uncertainty-Based Information Granule Formation

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

FPGA as a Tool for Implementing Non-fixed Structure Fuzzy Logic Controllers

Oscar Castillo, José Luis González, Luis T. Aguilar, 2007, 2007 IEEE Symposium on Foundations of Computational Intelligence.

Design of Stable Type-2 Fuzzy Logic Controllers

Oscar Castillo, 2012 .

Modelling, Simulation and Behavior Identification of Non-Linear Dynamical Systems with a New Fuzzy-Fractal-Genetic Approach

Oscar Castillo, Patricia Melin, 2000 .

Exploring the Suitability of a Genetic Algorithm as Tool for Boosting Efficiency in Monte Carlo Estimation of Leaf Area of Eelgrass

Oscar Castillo, Cecilia Leal Ramírez, Héctor Echavarría-Heras, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

ACO-Tuning of a Fuzzy Controller for the Ball and Beam Problem

Oscar Castillo, Enrique Naredo, 2011, MICAI.

Short Remark on Fuzzy Sets, Interval Type-2 Fuzzy Sets, General Type-2 Fuzzy Sets and Intuitionistic Fuzzy Sets

Oscar Castillo, Patricia Melin, Krassimir T. Atanassov, 2014, IEEE Conf. on Intelligent Systems.

Editorial Soft Computing Applied to Swarm Robotics

Oscar Castillo, Chao Wang, Nadia Nedjah, 2017, Appl. Soft Comput..

Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems

Oscar Castillo, Patricia Melin, Claudia I. González, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Introduction to Control of Non-Linear Dynamical Systems

Oscar Castillo, Patricia Melin, 2001 .

Comparison of Fuzzy Edge Detectors Based on the Image Recognition Rate as Performance Index Calculated with Neural Networks

Oscar Castillo, Patricia Melin, Juan R. Castro, 2010, Soft Computing for Recognition Based on Biometrics.

EvolutionaryComputing forOptimizingType-2 Fuzzy SystemsinIntelligent ControlofNon- LinearDynamic Plants

Oscar Castillo, Gabriel Huesca, 2005 .

Design of Optimal Fuzzy Controllers for Autonomous Mobile Robots Using the Grey Wolf Algorithm

Oscar Castillo, José Soria, Eufronio Hernandez, 2019, IFSA/NAFIPS.

Comparative Study of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on Type 1 and Type 2 Fuzzy Logic

Oscar Castillo, Fevrier Valdez, José Soria, 2019, IFSA/NAFIPS.

A Hybrid Model Based on a Cellular Automata and Fuzzy Logic to Simulate the Population Dynamics

Oscar Castillo, Cecilia Leal Ramírez, Oscar Castillo, 2008, Soft Computing for Hybrid Intelligent Systems.

Intelligent control of the three tank water level with a type-2 fuzzy granular approach

Oscar Castillo, Leticia Cervantes, 2012, World Automation Congress 2012.

Genetic Algorithms and Fractal Theory for Modelling and Simulation

Oscar Castillo, Patricia Melin, 2001 .

Global Path Planning and Path-Following for Wheeled Mobile Robot Using a Novel Control Structure Based on a Vision Sensor

Oscar Castillo, Adnan Fatih Kocamaz, Mahmut Dirik, 2020, Int. J. Fuzzy Syst..

Type-2 Fuzzy Logic Controllers Optimization Using Genetic Algoritms and Particle Swarm Optimization

Oscar Castillo, Antonio Rodríguez Díaz, Ricardo Martínez-Soto, 2010, 2010 IEEE International Conference on Granular Computing.

Optimization of Fuzzy Response Integrators in Modular Neural Networks with Hierarchical Genetic Algorithms: The Case of Face, Fingerprint and Voice Recognition

Oscar Castillo, Patricia Melin, Ricardo Muñoz, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

Bat Algorithm Comparison with Genetic Algorithm Using Benchmark Functions

Oscar Castillo, Fevrier Valdez, Jonathan Pérez, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

A Comparative Study of Membership Functions for an Interval Type-2 Fuzzy System used to Dynamic Parameter Adaptation in Particle Swarm Optimization

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Fingerprint Recognition with Modular Neural Networks and Fuzzy Measures

Oscar Castillo, Patricia Melin, 2005 .

A New Fuzzy Harmony Search Algorithm Using Fuzzy Logic for Dynamic Parameter Adaptation

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2016, Algorithms.

A New Approach for Dynamic Mutation Parameter in the Differential Evolution Algorithm Using Fuzzy Logic

Oscar Castillo, José Soria, Patricia Ochoa, 2017, NAFIPS.

Optimization of type-2 fuzzy weight for neural network using genetic algorithm and particle swarm optimization

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2013, 2013 World Congress on Nature and Biologically Inspired Computing.

A Breeder Genetic Algorithm for Adaptive Filter Optimization

Oscar Castillo, Oscar Montiel, O. Castillo, 2002 .

Application of Interval Type-2 Fuzzy Logic to polypropylene business policy in a petrochemical plant in India

Oscar Castillo, Manoranjan Maiti, Sutapa Pramanik, 2018 .

Bee Colony Optimization Algorithm

Oscar Castillo, Leticia Amador, Oscar Castillo, 2017 .

Fuzzy logic for dynamic adaptation in the imperialist competitive algorithm

Oscar Castillo, José Soria, Emer Bernal, 2016, 2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS).

Particle Swarm Optimization of the Fuzzy Integrators for Time Series Prediction Using Ensemble of IT2FNN Architectures

Oscar Castillo, Patricia Melin, Jesus Soto, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Intelligent Control and Computer Engineering

Oscar Castillo, He Huang, Sio-Iong Ao, 2013 .

A NEW APPROACH FOR PLANT MONITORING USING TYPE-2 FUZZY LOGIC AND FRACTAL THEORY

Oscar Castillo, Patricia Melin, 2002 .

Intelligent Control for a Perturbed Autonomous Wheeled Mobile Robot Using Type-2 Fuzzy Logic and Genetic Algorithms

Oscar Castillo, Luis T. Aguilar, Ricardo Martinez, 2008 .

Fuzzy Control for Wheeled Mobile Robots

Oscar Castillo, Luis T. Aguilar, 2019 .

Fuzzy Logic for Combining Particle Swarm Optimization and Genetic Algorithms: Preliminary Results

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2009, MICAI.

Soft Computing for Control of Non-Linear Dynamical Systems

Oscar Castillo, Patricia Melin, P. Melin, 2001 .

Modification of the Bat Algorithm Using Type-2 Fuzzy Logic for Dynamical Parameter Adaptation

Oscar Castillo, Fevrier Valdez, Jonathan Pérez, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Adaptive Noise Cancellation Using Type-2 Fuzzy Logic

Oscar Castillo, Gloria Amador, Rosana Gutierrez, 2003, IC-AI.

Preface to the special issue on soft computing for time series prediction

Oscar Castillo, Patricia Melin, 2007, Appl. Soft Comput..

Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control

Witold Pedrycz, Oscar Castillo, Janusz Kacprzyk, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

A reprogrammable hardware fuzzy controller for the battery charging process

Oscar Castillo, Patricia Melin, Oscar Montiel, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

A Fuzzy Approach for the Sequencing of Didactic Resources in Educational Adaptive Hypermedia Systems

Oscar Castillo, José Mario García Valdez, Arnulfo Alanis Garza, 2007, IFSA.

Unsupervised Learning Neural Networks

Oscar Castillo, Patricia Melin, P. Melin, 2003 .

A new approach for quality control of sound speakers combining type-2 fuzzy logic and fractal theory

Oscar Castillo, Patricia Melin, P. Melin, 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).

Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, Claudia I. González, 2014, IEEE Transactions on Fuzzy Systems.

Interval type-2 fuzzy clustering for membership function generation

Oscar Castillo, Elid Rubio, O. Castillo, 2013, 2013 IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA).

Design and Implementation of Intelligent Controllers in Soft Processors for the Walking of a Biped Robot

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2018, Computación y Sistemas.

Introduction to Pattern Recognition with Intelligent Systems

Oscar Castillo, Patricia Melin, 2005 .

How to Gauge the Accuracy of Fuzzy Control Recommendations: A Simple Idea

Vladik Kreinovich, Oscar Castillo, Patricia Melin, 2017, NAFIPS.

An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, Adv. Fuzzy Syst..

Fuzzy logic reactive control of an autonomous mobile robot in a distributed environment

Oscar Castillo, Arnulfo Alanis Garza, José Soria, 2009, 2009 IEEE Workshop on Hybrid Intelligent Models and Applications.

Intelligent Agents in Distributed Fault Tolerant Systems for Industrial Control

Oscar Castillo, Juan José Serrano, Rafael Ors Carot, 2004, IC-AI.

Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks Illustrated with the Case of Non-linear Identification

Oscar Castillo, Patricia Melin, Juan R. Castro, 2009, IFSA/EUSFLAT Conf..

Method for Uncertainty Measurement and Its Application to the Formation of Interval Type-2 Fuzzy Sets

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2015, IWIFSGN@FQAS.

Simulation and forecasting complex financial time series using neural networks and fuzzy logic

Oscar Castillo, Patricia Melin, P. Melin, 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

Controlling Biochemical Reactors

Oscar Castillo, Patricia Melin, 2001 .

Modification of the Bat Algorithm using fuzzy logic for dynamical parameter adaptation

Oscar Castillo, Fevrier Valdez, Jonathan Pérez, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

A Hybrid Intelligent Approach for Automated Quality Control Combining Learning Vector Quantization Neural Networks and Fuzzy Logic

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2002 .

Optimization of interval type-2 fuzzy systems for image edge detection

Oscar Castillo, Patricia Melin, Claudia I. González, 2016, Appl. Soft Comput..

Imperialist Competitive Algorithm Applied to the Optimization of Mathematical Functions: A Parameter Variation Study

Oscar Castillo, José Soria, Emer Bernal, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Bio-inspired Optimization of Type-2 Fuzzy Controllers in Autonomous Mobile Robot Navigation

Oscar Castillo, 2019 .

Evolutionary Optimization of Interval Type-2 Fuzzy Systems for Intelligent Control

Oscar Castillo, Patricia Melin, Roberto Sepúlveda, 2006 .

Comparative Study of the Conventional Mathematical and Fuzzy Logic Controllers for Velocity Regulation

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2019, Axioms.

A New Approach for Time Series Prediction Using Ensembles of IT2FNN Models with Optimization of Fuzzy Integrators

Oscar Castillo, Patricia Melin, Jesus Soto, 2018, International Journal of Fuzzy Systems.

Optimization of an Interval Type 2 Fuzzy Controller for an Autonomous Mobile Robot Using the Particle Swarm Optimization Algorithm

Oscar Castillo, O. Castillo, 2012 .

Shipwrecked on Fear: Selection of Electives in School Minorities in a University Using Cuckoo Search Algorithm

Oscar Castillo, Patricia Melin, Carlos Alberto Ochoa Ortíz Zezzatti, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Application of a breeder genetic algorithm for system identification in an adaptive finite impulse response filter

Oscar Castillo, Patricia Melin, Oscar Montiel, 2001, Proceedings Third NASA/DoD Workshop on Evolvable Hardware. EH-2001.

Optimal Design of the Fuzzy Navigation System for a Mobile Robot Using Evolutionary Algorithms

Oscar Castillo, Fevrier Valdez, José Soria, 2013 .

Providing Intelligence to Evolutionary Computational Methods

Oscar Castillo, Patricia Melin, Oscar Montiel, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

An intelligent system for financial time series prediction combining dynamical systems theory, fractal theory, and statistical methods

Oscar Castillo, Patricia Melin, 1995, Proceedings of 1995 Conference on Computational Intelligence for Financial Engineering (CIFEr).

A hybrid optimization method with PSO and GA to automatically design Type-1 and Type-2 fuzzy logic controllers

Oscar Castillo, Antonio Rodríguez Díaz, Ricardo Martínez-Soto, 2015, Int. J. Mach. Learn. Cybern..

Intelligent Control of the Electrical Tuning Process for the Manufacturing of Televisions Using Soft Computing Techniques

Oscar Castillo, Patricia Melin, P. Melin, 2003 .

Optimization of Membership Function Parameters for Fuzzy Controllers of an Autonomous Mobile Robot Using the Firefly Algorithm

Oscar Castillo, José Soria, Marylu L. Lagunes, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Fuzzy System Optimization Using a Hierarchical Genetic Algorithm Applied to Pattern Recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2014, IEEE Conf. on Intelligent Systems.

Optimization of Type-2 Fuzzy Logic Controller Design Using the GSO and FA Algorithms

Oscar Castillo, Fevrier Valdez, José Soria, 2020, International Journal of Fuzzy Systems.

Bis(2,2′-bipyridine-κ 2 N , N ′)(nitrato-κ O )copper(II) hexafluorophosphate

Oscar Castillo, Garikoitz Beobide, Urko García-Couceiro, 2006 .

Optimal design of type-2 fuzzy controllers with a multiple objective genetic algorithm for FPGA implementation

Oscar Castillo, Patricia Melin, Yazmin Maldonado, 2011, 2011 Annual Meeting of the North American Fuzzy Information Processing Society.

The Evolutionary Learning Rule for System Identification in Adaptive Finite Impulse Filters

Oscar Castillo, Patricia Melin, Oscar Montiel, 2002, HIS.

Fuzzy Logic Dynamic Parameter Adaptation in the Gravitational Search Algorithm

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2016, HIS.

A novel multi-objective evolutionary algorithm with fuzzy logic based adaptive selection of operators: FAME

Oscar Castillo, Bernabé Dorronsoro, H. HéctorJ.Fraire, 2019, Inf. Sci..

Evolutionary Optimization of a Wiener Model

Oscar Castillo, Patricia Melin, Oscar Montiel, 2007, Hybrid Intelligent Systems.

An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications

Oscar Castillo, Patricia Melin, Oscar Montiel, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Fuzzy Logic for Improving Interactive Evolutionary Computation Techniques for Ad Text Optimization

Oscar Castillo, Mario García Valdez, Quetzali Madera, 2015, IWIFSGN@FQAS.

Fuzzy Logic Coprocessor: a FPGA Oriented Design

Oscar Castillo, Luis T. Aguilar, J. L. Gonzalez, 2007 .

Genetic Design of Optimal Type-1 and Type-2 Fuzzy Systems for Longitudinal Control of an Airplane

Oscar Castillo, Leticia Cervantes, 2014, Intell. Autom. Soft Comput..

Preface to the special issue on soft computing for modeling, simulation, and control of nonlinear dynamical systems: Introduction

Oscar Castillo, Patricia Melin, 2005 .

Modular Neural Networks Optimization with Hierarchical Genetic Algorithms with Fuzzy Response Integration for Pattern Recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2012, MICAI.

Design of a Fuzzy System for the Fly the de Havilland Beaver

Oscar Castillo, Leticia Cervantes, 2014, IEEE Conf. on Intelligent Systems.

A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks

Oscar Castillo, Patricia Melin, Juan R. Castro, 2009, Inf. Sci..

Intelligent quality control for manufacturing in the food industry using a new fuzzy-fractal approach

Oscar Castillo, Patricia Melin, P. Melin, 1999, Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296).

A new theory of fuzzy chaos and its application for simulation and control of robotic dynamic systems

Oscar Castillo, Patricia Melin, P. Melin, 2001, 10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297).

Face recognition using modular neural networks and the fuzzy Sugeno integral for response integration: Research Articles

Oscar Castillo, Patricia Melin, Cristina Felix, 2005 .

Optimization of Fuzzy Control Systems for Mobile Robots Based on PSO

Oscar Castillo, O Daviddela, Abraham Melendez, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Embedded Average of an Interval Type-2 Fuzzy Systems for Applications in FPGAs

Oscar Castillo, Patricia Melin, Yazmín Maldonado, 2014, Intell. Autom. Soft Comput..

A New Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Logic

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2008, Soft Computing for Hybrid Intelligent Systems.

6 Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, 2007 .

Differential Evolution with Fuzzy Logic for Dynamic Adaptation of Parameters in Mathematical Function Optimization

Oscar Castillo, José Soria, Patricia Ochoa, 2016, Imprecision and Uncertainty in Information Representation and Processing.

Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, Leticia Cervantes, 2011, MICAI.

Cuckoo search and firefly algorithms in terms of generalized net theory

Olympia Roeva, Oscar Castillo, Vassia Atanassova, 2020, Soft Comput..

A review on interval type-2 fuzzy logic applications in intelligent control

Oscar Castillo, Patricia Melin, P. Melin, 2014, Inf. Sci..

Building Fuzzy Inference Systems with a New Interval Type-2 Fuzzy Logic Toolbox

Oscar Castillo, Patricia Melin, Juan R. Castro, 2007, Trans. Comput. Sci..

A new approach for fuzzy feature extraction based on pixel's brightness

Oscar Castillo, Patricia Melin, Miguel Lopez, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Hybrid Intelligent Systems - Analysis and Design

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2007, Studies in Fuzziness and Soft Computing.

The Human Evolutionary Model: A new approach for solving nonlinear optimization problems avoiding the problem of cycling

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2006, Eng. Lett..

Iterative fireworks algorithm with fuzzy coefficients

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Clustering with Intelligent Techniques

Oscar Castillo, Patricia Melin, 2005 .

Choquet Integral with Interval Type 2 Sugeno Measures as an Integration Method for Modular Neural Networks

Oscar Castillo, Patricia Melin, Juan R. Castro, 2014, WCSC.

Type-2 Fuzzy Logic: Theory and Applications

Oscar Castillo, Patricia Melin, J. Kacprzyk, 2007, IEEE International Conference on Granular Computing.

An Interval Type-2 Fuzzy Neural Network for Chaotic Time Series Prediction with Cross-Validation and Akaike Test

Oscar Castillo, Patricia Melin, Juan R. Castro, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

New approach using ant colony optimization with ant set partition for fuzzy control design applied to the ball and beam system

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2015, Inf. Sci..

Evolutionary method combining particle swarm optimization and genetic algorithms using fuzzy logic for decision making

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2009, 2009 IEEE International Conference on Fuzzy Systems.

Preface to the special issue on soft computing for modeling, simulation, and control of nonlinear dynamical systems

Oscar Castillo, Patricia Melin, 2005, Int. J. Intell. Syst..

Preface to the special issue on analysis and design of hybrid intelligent systems

Oscar Castillo, Patricia Melin, 2009, HIS 2009.

Advances in Granular Computing

Oscar Castillo, Mauricio A. Sanchez, Juan R. Castro, 2017 .

Stability on Type-1 and Type-2 Fuzzy Logic Systems

Oscar Castillo, José Soria, Jose Morales, 2008, Soft Computing for Hybrid Intelligent Systems.

Optimization of type-2 fuzzy reactive controllers for an autonomous mobile robot

Oscar Castillo, Abraham Melendez, O. Castillo, 2012, 2012 Fourth World Congress on Nature and Biologically Inspired Computing (NaBIC).

Preface to the special issue on analysis and design of hybrid intelligent systems

Oscar Castillo, Patricia Melin, 2009, Int. J. Intell. Syst..

Intelligent control and innovative computing

Oscar Castillo, Sio-Iong Ao, Xu Huang, 2012 .

Design and FPGA Implementation of Real-Time Edge Detectors Based on Interval Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, Emanuel Ontiveros-Robles, 2019, J. Multiple Valued Log. Soft Comput..

Bio-inspired Optimization of Interval Type-2 Fuzzy Controllers

Oscar Castillo, Patricia Melin, P. Melin, 2013, Soft Computing: State of the Art Theory and Novel Applications.

Optimal Design of Interval Type-2 Fuzzy Tracking Controllers of Mobile Robots Using a Metaheuristic Algorithm

Oscar Castillo, Prometeo Cortés-Antonio, Felizardo Cuevas, 2020 .

Bio-inspired Optimization Methods of Fuzzy Logic Controllers Applied to Linear Plants

Oscar Castillo, Luis T. Aguilar, Ricardo Martinez, 2009, WSC.

An Adaptive Fuzzy Control Based on Harmony Search and Its Application to Optimization

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Bat algorithm with parameter adaptation using Interval Type-2 fuzzy logic for benchmark mathematical functions

Olympia Roeva, Oscar Castillo, Fevrier Valdez, 2016, 2016 IEEE 8th International Conference on Intelligent Systems (IS).

Firefly Algorithm and Grey Wolf Optimizer for Constrained Real-Parameter Optimization

Oscar Castillo, José Soria, Mario García Valdez, 2019, IFSA/NAFIPS.

Multi-Agent System with Personality Profiles and Preferences and Learning for Autonomous Mobile Robot with Fuzzy Logic Support

Oscar Castillo, José Mario García Valdez, Arnulfo Alanis Garza, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Reducing The Cycling Problem In Evolutionary Algorithms

Oscar Castillo, Patricia Melin, Oscar Montiel, 2005, IC-AI.

Other Methods for Optimization of Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, 2012 .

Early diagnosis of COVID-19-affected patients based on X-ray and computed tomography images using deep learning algorithm

Oscar Castillo, Deepak Gupta, Ashish Khanna, 2020, Soft computing.

Background on Type-1 and Type-2 Fuzzy Logic

Oscar Castillo, Luis T. Aguilar, O. Castillo, 2018, Type-2 Fuzzy Logic in Control of Nonsmooth Systems.

Statistical Comparison of the Bee Colony Optimization and Fuzzy BCO Algorithms for Fuzzy Controller Design Using Trapezoidals MFs

Oscar Castillo, Leticia Amador-Angulo, O. Castillo, 2016, WCSC.

Comparison between Choquet and Sugeno integrals as aggregation operators for pattern recognition

Oscar Castillo, Patricia Melin, Juan R. Castro, 2016, 2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS).

A new metaheuristic based on the self-defense techniques of the plants in nature

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Type-1 and Type-2 fuzzy logic controller design using a Hybrid PSO-GA optimization method

Oscar Castillo, Ricardo Martínez-Soto, Luis T. Aguilar, 2014, Inf. Sci..

Face Recognition with Choquet Integral in Modular Neural Networks

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Design and Simulation of the Fuzzification Stage through the Xilinx System Generator

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2008, Soft Computing for Hybrid Intelligent Systems.

Optimal design of interval type 2 fuzzy controllers based on a simple tuning algorithm

Oscar Castillo, Patricia Melin, Eduardo Gómez-Ramírez, 2014, Appl. Soft Comput..

A new fuzzy-fractal-genetic method for automated mathematical modelling and simulation of robotic dynamic systems

Oscar Castillo, P. Melin, P. Melin, 1998, 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228).

A proposal for an intuitionistic fuzzy inference system

Oscar Castillo, Mario García Valdez, Amaury Hernandez-Aguila, 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA

Oscar Castillo, Patricia Melin, Oscar Montiel, 2012, Appl. Soft Comput..

Interval type-2 fuzzy logic and modular neural networks for face recognition applications

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2009, Appl. Soft Comput..

A New Metaheuristic Based on the Self-defense Mechanisms of the Plants with a Fuzzy Approach Applied to the CEC2015 Functions

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2017, NAFIPS.

Vladik Kreinovich, Oscar Castillo, 2007, Reliab. Comput..

A New Approach for Intelligent Control of Nonlinear Dynamic Plants Using a Benchmark Problem

Oscar Castillo, Leticia Cervantes, O. Castillo, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Dynamic Fuzzy Logic Parameter Tuning for ACO and Its Application in TSP Problems

Oscar Castillo, José Soria, Héctor Neyoy, 2013, Recent Advances on Hybrid Intelligent Systems.

Fuzzy Adaptation for Particle Swarm Optimization for Modular Neural Networks Applied to Iris Recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2017, NAFIPS.

Genetic Optimization of Modular Type-1 Fuzzy Controllers for Complex Control Problems

Oscar Castillo, Leticia Cervantes, 2013, Soft Computing Applications in Optimization, Control, and Recognition.

Fuzzy control of parameters to dynamically adapt the PSO and GA Algorithms

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2010, International Conference on Fuzzy Systems.

Development of a Java Library to Solve the School Bus Routing Problem

Oscar Castillo, José Mejía, Alberto Ochoa-Zezzatti, 2020 .

A survey on nature-inspired optimization algorithms with fuzzy logic for dynamic parameter adaptation

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2014, Expert Syst. Appl..

An improved method for edge detection based on interval type-2 fuzzy logic

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2010, Expert Syst. Appl..

Automatic parallel parking algorithm for a car-like robot using fuzzy pd+i control

Oscar Castillo, Oscar Montiel, Luis T. Aguilar, 2018 .

Intelligent Control of Robotic Dynamic Systems

Oscar Castillo, Patricia Melin, 2001 .

Intelligent Control of Non-Linear Dynamic Plants Using Soft Computing

Oscar Castillo, Patricia Melin, Alejandro Prieto, 2002, International Conference on Artificial Intelligence.

Particle Swarm Optimization in the Design of Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, 2012 .

A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2018, SpringerBriefs in Applied Sciences and Technology.

Formation of general type-2 Gaussian membership functions based on the information granule numerical evidence

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2013, 2013 IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA).

Intuitionistic fuzzy control of twin rotor multiple input multiple output systems

Oscar Castillo, Özkan Atan, Fatih Kutlu, 2020, J. Intell. Fuzzy Syst..

Interval Type-2 Fuzzy Logic Dynamic Mutation and Crossover Parameter Adaptation in a Fuzzy Differential Evolution Method

Oscar Castillo, José Soria, Patricia Ochoa, 2018, Studies in Computational Intelligence.

Optimization of modular granular neural networks using a hierarchical genetic algorithm based on the database complexity applied to human recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2015, Inf. Sci..

Intelligent Manufacturing of Batteries

Oscar Castillo, Patricia Melin, 2003 .

Interval Type-2 Fuzzy Logic Toolbox

Oscar Castillo, Juan R. Castro, Luis G. Martínez, 2007, Eng. Lett..

Ant colony optimization for membership function design for a water tank fuzzy logic controller

Oscar Castillo, Fevrier Valdez, José Soria, 2013, 2013 IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA).

Simulation Results Illustrating the Optimization of Type-2 Fuzzy Controllers

Oscar Castillo, Patricia Melin, 2012 .

Evolutionary design and applications of hybrid intelligent systems

Oscar Castillo, Patricia Melin, 2007 .

Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions Applied to Benchmark Problems

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2010, MICAI.

Multi-Agent System Based on Psychological Models for Mobile Robots

Oscar Castillo, José Mario García Valdez, Arnulfo Alanis Garza, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

A New Method for Adaptive Model-Based Control of Dynamic Industrial Plants using Neural Networks, Fuzzy Logic and Fractal Theory

Oscar Castillo, Patricia Melin, P. Melin, 2003 .

An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2011, Appl. Soft Comput..

Optimization of Type-2 Fuzzy Integration in Modular Neural Networks Using an Evolutionary Method with Applications in Multimodal Biometry

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2009, MICAI.

A high-speed interval type 2 fuzzy system approach for dynamic parameter adaptation in metaheuristics

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2019, Eng. Appl. Artif. Intell..

Optimization of Fuzzy Logic Controllers for Robotic Autonomous Systems with PSO and ACO

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2011 .

Intelligent system for control of a stepping motor drive using a hybrid neuro-fuzzy approach

Oscar Castillo, Patricia Melin, P. Melin, 2002, Industrial Electronics, 2002. ISIE 2002. Proceedings of the 2002 IEEE International Symposium on.

Nature optimization applied to design a type-2 fuzzy controller for an autonomous mobile robot

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2012, 2012 Fourth World Congress on Nature and Biologically Inspired Computing (NaBIC).

Interval type-2 fuzzy logic system to simulate the environment resources stochasticity inducing the population growth shape

Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, 2009, 2009 IEEE International Conference on Systems, Man and Cybernetics.

Analysis and Design of Intelligent Systems Using Soft Computing Techniques

Oscar Castillo, Patricia Melin, Janusz Kacprzyk, 2007 .

Genetic Algorithms and Simulated Annealing

Oscar Castillo, Patricia Melin, 2001 .

Genetic algorithm design of type-1 and type-2 fuzzy logic systems for airplane control

Oscar Castillo, Leticia Cervantes, 2014 .

Comparative Study in Fuzzy Controller Optimization Using Bee Colony, Differential Evolution, and Harmony Search Algorithms

Oscar Castillo, Fevrier Valdez, Leticia Amador-Angulo, 2018, Algorithms.

Adaptive Control of Non-Linear Plants

Oscar Castillo, Patricia Melin, 2003 .

Hybrid intelligent system for cardiac arrhythmia classification with Fuzzy K-Nearest Neighbors and neural networks combined with a fuzzy system

Oscar Castillo, Patricia Melin, José Soria, 2012, Expert Syst. Appl..

Type-2 Fuzzy Logic in Image Analysis and Pattern Recognition

Oscar Castillo, Patricia Melin, 2013, Advances in Type-2 Fuzzy Sets and Systems.

An Analysis of the Relationship between the Size of the Clusters and the Principle of Justifiable Granularity in Clustering Algorithms

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2013, Soft Computing Applications in Optimization, Control, and Recognition.

A New Approach for Intelligent Control of Non-linear Dynamic Plants using Type-2 Fuzzy Logic and Neural Networks

Oscar Castillo, Patricia Melin, 2003, Neural Networks and Computational Intelligence.

Intelligent Control and Planning of Autonomous Algorithms Mobile Robots Using Fuzzy Logic and Genetic

Oscar Castillo, Julian Garibaldi, Azucena Barreras, 2007, Hybrid Intelligent Systems.

Generalized type-2 fuzzy weight adjustment for backpropagation neural networks in time series prediction

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2015, Inf. Sci..

Ant colony optimization for the design of Modular Neural Networks in pattern recognition

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

A Study of Parameter Dynamic Adaptation with Fuzzy Logic for the Grey Wolf Optimizer Algorithm

Oscar Castillo, José Soria, Luis Rodríguez, 2016, MICAI.

Error and Energy Measures in System Identification Using an Evolutionary Algorithm

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2002, IC-AI.

Optimization of fuzzy control systems with different variants of Particle Swarm Optimization

Oscar Castillo, Fevrier Valdez, Resffa Fierro, 2013, 2013 IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA).

Hierarchical genetic optimization of modular neural networks and their type-2 fuzzy response integrators for human recognition based on multimodal biometry

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2011, The 2011 International Joint Conference on Neural Networks.

Supervised Learning Neural Networks

Oscar Castillo, Patricia Melin, 2003 .

An improved sobel edge detection method based on generalized type-2 fuzzy logic

Oscar Castillo, Patricia Melin, Claudia I. González, 2014, Soft Computing.

Intelligent adaptive model-based control of robotic dynamic systems with a hybrid fuzzy-neural approach

Oscar Castillo, Patricia Melin, P. Melin, 2003, Appl. Soft Comput..

Control Problem and Proposed Method

Oscar Castillo, Leticia Cervantes, O. Castillo, 2016 .

Soft Computing Models for Intelligent Control of Non-linear Dynamical Systems

Oscar Castillo, Patricia Melin, P. Melin, 2009 .

Computational intelligence software for interval type‐2 fuzzy logic

Oscar Castillo, Patricia Melin, Juan R. Castro, 2013, Comput. Appl. Eng. Educ..

A New Bat Algorithm with Fuzzy Logic for Dynamical Parameter Adaptation and Its Applicability to Fuzzy Control Design

Oscar Castillo, Fevrier Valdez, Jonathan Pérez, 2015, Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics.

Hybrid Intelligent Systems for Time Series Prediction

Oscar Castillo, Patricia Melin, 2001 .

An intelligent hybrid approach for industrial quality control combining neural networks, fuzzy logic and fractal theory

Oscar Castillo, Patricia Melin, P. Melin, 2004, Inf. Sci..

Gravitational Search Algorithm with Parameter Adaptation Through a Fuzzy Logic System

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Nature-Inspired Design of Hybrid Intelligent Systems

Oscar Castillo, Patricia Melin, Janusz Kacprzyk, 2017, Studies in Computational Intelligence.

Autonomous Mobile Robot Path Planning Optimization Using Multiple Objective Genetic Algorithms

Oscar Castillo, Leonardo Trujillo, O. Castillo, 2004, IC-AI.

A new approach for dynamic fuzzy logic parameter tuning in Ant Colony Optimization and its application in fuzzy control of a mobile robot

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2015, Appl. Soft Comput..

Soft Computing for Hybrid Intelligent Systems

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2008, Soft Computing for Hybrid Intelligent Systems.

Money Management for a Foreign Exchange Trading Strategy Using a Fuzzy Inference System

Oscar Castillo, Mario García Valdez, Amaury Hernandez-Aguila, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

A generalized type-2 fuzzy logic approach for dynamic parameter adaptation in bee colony optimization applied to fuzzy controller design

Oscar Castillo, Leticia Amador-Angulo, O. Castillo, 2017, Inf. Sci..

Distributed parameter bioprocess plant identification and I-term control using centralized recurrent neural network models

Oscar Castillo, Ieroham S. Baruch, Eloy E. Saldierna, 2011, The 2011 International Joint Conference on Neural Networks.

Interval Type-2 Fuzzy Logic for Hybrid Intelligent Control

Oscar Castillo, O. Castillo, 2013, On Fuzziness.

Design and Implementation of a Fuzzy Path Optimization System for Omnidirectional Autonomous Mobile Robot Control in Real-Time

Oscar Castillo, Felizardo Cuevas, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Bidding strategies based on type-1 and interval type-2 fuzzy inference systems for Google Adwords advertising campaigns

Oscar Castillo, Mario García Valdez, Alejandra Mancilla, 2016, 2016 IEEE 8th International Conference on Intelligent Systems (IS).

A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach

Oscar Castillo, Patricia Melin, Miguel Lopez, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Plant Monitoring and Diagnostics Using Fuzzy Logic

Oscar Castillo, Patricia Melin, Luz Elena Cortez, 2003, IC-AI.

Intelligent control of aircraft dynamic systems with a new hybrid neuro-fuzzy-fractal approach

Oscar Castillo, Patricia Melin, P. Melin, 2002, Inf. Sci..

Learning rules for Sugeno ANFIS with parametric conjunction operations

Oscar Castillo, Ildar Batyrshin, Imre J. Rudas, 2020, Appl. Soft Comput..

Study on the Use of Type-1 and Interval Type-2 Fuzzy Systems Applied to Benchmark Functions Using the Fuzzy Harmony Search Algorithm

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2017, NAFIPS.

Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms

Oscar Castillo, Patricia Melin, Oscar Montiel, 2011, Soft Comput..

Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection

Oscar Castillo, Patricia Melin, Juan R. Castro, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Fuzzy Logic Systems

Oscar Castillo, José Soria, Patricia Ochoa, 2021 .

Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization

Oscar Castillo, Patricia Melin, Janusz Kacprzyk, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Design and Implementation of a Hybrid Fuzzy Controller Using VHDL

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2008, Soft Computing for Hybrid Intelligent Systems.

Optimization of the Type-1 and Type-2 fuzzy controller design for the water tank using the Bee Colony Optimization

Oscar Castillo, Leticia Amador-Angulo, O. Castillo, 2014, 2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW).

Bio-Inspired Optimization Methods

Oscar Castillo, Patricia Melin, 2012 .

Hardware Implementation of a Fuzzy Controller for the Battery Charging Process in an Industrial Plant

Oscar Castillo, Patricia Melin, Oscar Montiel, 2004 .

Controlling Electrochemical Processes

Oscar Castillo, Patricia Melin, 2001 .

Modeling and Simulation by Petri Networks of a Fault Tolerant Agent Node

Oscar Castillo, José Mario García Valdez, Arnulfo Alanis Garza, 2008, Soft Computing for Hybrid Intelligent Systems.

An Experimental Comparison between the Human Evolutionary Model and The Particle Swarm Optimizer Model

Oscar Castillo, Patricia Melin, Oscar Montiel, 2007 .

Evolutionary Optimization of Type-2 Fuzzy Logic Systems Applied to Linear Plants

Oscar Castillo, Antonio Rodríguez Díaz, Ricardo Martínez-Soto, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

Comparison of Hybrid Intelligent Systems, Neural Networks and Interval Type-2 Fuzzy Logic for Time Series Prediction

Oscar Castillo, Patricia Melin, P. Melin, 2007, 2007 International Joint Conference on Neural Networks.

Type-1 and Type-2 Fuzzy Inference Systems as Integration Methods in Modular Neural Networks for Multimodal Biometry and Its Optimization with Genetic Algorithms

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2009, Soft Computing for Hybrid Intelligent Systems.

Genetic algorithm with a Neuro-Fuzzy fitness function for optimal fuzzy controller design

Oscar Castillo, Abraham Melendez, O. Castillo, 2011, 2011 Annual Meeting of the North American Fuzzy Information Processing Society.

Bio-inspired Optimization Metaheuristic Algorithm Based on the Self-defense of the Plants

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2016, WCSC.

Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers

Oscar Castillo, José Soria, Patricia Ochoa, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Methodology to Test and Validate a VHDL Inference Engine of a Type-2 FIS, through the Xilinx System Generator

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

Controlling Complex Electrochemical Manufacturing Processes with Hybrid Intelligent Systems

Oscar Castillo, Patricia Melin, P. Melin, 2000 .

A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification

Oscar Castillo, Juan R. Castro, O. Castillo, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Intelligent control of non-linear plants using type-2 fuzzy logic and neural networks

Oscar Castillo, Patricia Melin, P. Melin, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

Design of Ensemble Neural Networks for Predicting the US Dollar/MX Time Series with Particle Swarm Optimization

Oscar Castillo, Patricia Melin, Martha Pulido, 2014, WCSC.

Optimization of a reactive controller for mobile robots based on CRA

Oscar Castillo, Leslie Astudillo, O Daviddela, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

Bio-Inspired Optimization of Interval Type-2 Fuzzy Controller Design

Oscar Castillo, O. Castillo, 2015, SOCO 2015.

Intuitionistic Fuzzy Sliding Controller for Uncertain Hyperchaotic Synchronization

Oscar Castillo, Özkan Atan, Fatih Kutlu, 2020, Int. J. Fuzzy Syst..

Systematic design of a stable type-2 fuzzy logic controller

Oscar Castillo, Nohé R. Cázarez-Castro, Luis T. Aguilar, 2008, Appl. Soft Comput..

Fuzzy Logic Adaptation of a Hybrid Evolutionary Method for Pattern Recognition

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2009, IFSA/EUSFLAT Conf..

Optimization of granulation for fuzzy controllers of autonomous mobile robots using the Firefly Algorithm

Oscar Castillo, Fevrier Valdez, José Soria, 2018, Granular Computing.

Optimization of Response Integration with Fuzzy Logic in Ensemble Neural Networks Using Genetic Algorithms

Oscar Castillo, Patricia Melin, Miguel Lopez, 2008, Soft Computing for Hybrid Intelligent Systems.

Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks

Oscar Castillo, Patricia Melin, Juan R. Castro, 2007, 2007 IEEE International Conference on Granular Computing (GRC 2007).

An Improved Harmony Search Algorithm Using Fuzzy Logic for the Optimization of Mathematical Functions

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Optimal Path Planning for Autonomous Mobile Robot Navigation Using Ant Colony Optimization and a Fuzzy Cost Function Evaluation

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Optimization of a Fuzzy Controller for an Autonomous Mobile Robot Using the Ant Colony Metaheuristic

Oscar Castillo, 2012 .

A new hybrid approach for plant monitoring and diagnostics using type-2 fuzzy logic and fractal theory

Oscar Castillo, Patricia Melin, P. Melin, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Design of optimal membership functions for fuzzy controllers of the water tank and inverted pendulum with PSO variants

Oscar Castillo, Fevrier Valdez, Resffa Fierro, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Controlling Unstable Non-Minimum-Phase Systems with Fuzzy Logic: The Perturbed Case

Oscar Castillo, Antonio Rodríguez Díaz, Nohé R. Cázarez-Castro, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

Optimization of a reactive fuzzy logic controller for a mobile robot using evolutionary algorithms

Oscar Castillo, Arnulfo Alanis, Abraham Melendez, 2010 .

Intuitionistic and Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, 2005 .

Fuzzy Chemical Reaction Algorithm

Oscar Castillo, José Soria, Leslie Astudillo, 2015, MICAI.

An Analysis on the Intrinsic Implementation of the Principle of Justifiable Granularity in Clustering Algorithms

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2013, Recent Advances on Hybrid Intelligent Systems.

Pattern Recognition in Blur Motion Noisy Images using Fuzzy Methods for Response Integration in Ensemble Neural Networks

Oscar Castillo, Patricia Melin, Miguel Lopez, 2009, IFSA/EUSFLAT Conf..

Fuzzy Control for Dynamical Parameter Adaptation in a Parallel Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Human evolutionary model: A new approach to optimization

Oscar Castillo, Patricia Melin, Oscar Montiel, 2007, Inf. Sci..

Nature-Inspired Optimization of Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2014, MICAI.

Performance Evaluation of Optimization Algorithms based on GPU using CUDA Architecture

Oscar Castillo, Fevrier Valdez, Yunkio Kawano, 2018, 2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI).

A New Method for Parameterization of General Type-2 Fuzzy Sets

Oscar Castillo, Patricia Melin, Mauricio A. Sanchez, 2018 .

A Fuzzy Reactive Controller of a Mobile Robot

Oscar Castillo, Arnulfo Alanis Garza, Abraham Melendez, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Review of Recent Type-2 Fuzzy Controller Applications

Oscar Castillo, Mohammad Biglarbegian, Claudia I. González, 2016, Algorithms.

Optimization of an Integrator to Control the Flight of an Airplane

Oscar Castillo, Leticia Cervantes, O. Castillo, 2014, WCSC.

A New Bat Algorithm Augmentation Using Fuzzy Logic for Dynamical Parameter Adaptation

Oscar Castillo, Fevrier Valdez, Jonathan Pérez, 2015, MICAI.

Particle swarm optimization with dynamic parameter adaptation using interval type-2 fuzzy logic for benchmark mathematical functions

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2013, 2013 World Congress on Nature and Biologically Inspired Computing.

A hybrid approach for automated quality control combining learning vector quantization neural networks and fuzzy logic

Oscar Castillo, Patricia Melin, R. Cardona, 2002, Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290).

Face Recognition With an Improved Interval Type-2 Fuzzy Logic Sugeno Integral and Modular Neural Networks

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Intelligent Control of Robotic Autonomous Systems using a Neuro-Fuzzy-Genetic Approach

Oscar Castillo, Julio Aguilar, Leocundo Aguilar, 2002 .

Dynamic simultaneous adaptation of parameters in the grey wolf optimizer using fuzzy logic

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Fuzzy Galactic Swarm Optimization with Dynamic Adjustment of Parameters Based on Fuzzy Logic

Oscar Castillo, Fevrier Valdez, José Soria, 2020, SN Comput. Sci..

Particle Swarm Optimization for Multi-objective Control Design Using AT2-FLC in FPGA Device

Oscar Castillo, Patricia Melin, Yazmín Maldonado, 2013, Soft Computing Applications in Optimization, Control, and Recognition.

Methodology for the Optimization of a Fuzzy Controller Using a Bio-inspired Algorithm

Oscar Castillo, José Soria, Marylu L. Lagunes, 2017, NAFIPS.

A Method Based on Interactive Evolutionary Computation for Increasing the Effectiveness of Advertisement Texts

Oscar Castillo, Mario García Valdez, Alejandra Mancilla, 2015, GECCO.

Fuzzy control of parameters to dynamically adapt the HS algorithm for optimization

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

Intelligent control of the electrical tuning process in televisions using fuzzy logic and genetic algorithms

Oscar Castillo, Patricia Melin, 2002, Industrial Electronics, 2002. ISIE 2002. Proceedings of the 2002 IEEE International Symposium on.

Framework for Optimization of Intuitionistic and Type-2 Fuzzy Systems in Control Applications

Oscar Castillo, O. Castillo, 2018, Recent Advances in Intuitionistic Fuzzy Logic Systems.

Hindi Query Expansion based on Semantic Importance of Hindi WordNet Relations and Fuzzy Graph Connectivity Measures

Oscar Castillo, Amita Jain, Sonakshi Vij, 2019, Computación y Sistemas.

Vladik Kreinovich, Oscar Castillo, V. Kreinovich, 2007, Reliab. Comput..

Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images

Oscar Castillo, Patricia Melin, Claudia I. González, 2017, Inf..

Bat algorithm to improve a Financial Trust Forest

Oscar Castillo, Arturo Hernández Aguirre, Carlos Alberto Ochoa Ortíz Zezzatti, 2013, 2013 World Congress on Nature and Biologically Inspired Computing.

A New Optimization Method Based on a Paradigm Inspired by Nature

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2010, Soft Computing for Recognition Based on Biometrics.

INTELLIGENT CONTROL OF DYNAMIC SYSTEMS USING TYPE-2 FUZZY LOGIC AND STABILITY ISSUES

Oscar Castillo, Luis T. Aguilar, Mesa de Otay, 2006 .

A New Method for Adaptive Control of Non-Linear Plants Using Type-2 Fuzzy Logic and Neural Networks

Oscar Castillo, Patricia Melin, P. Melin, 2002, Int. J. Gen. Syst..

Intelligent Control and Planning of Autonomous Mobile Robots Using Fuzzy Logic and Multiple Objective Genetic Algorithms

Oscar Castillo, José Soria, Jose Morales, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Dynamical Systems Theory

Oscar Castillo, Patricia Melin, 2001 .

Identification of the Workspace of a Hexapod Mobile Robot Using Multobjective Optimization

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2017, Computación y Sistemas.

A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS

Oscar Castillo, Maribel Guerrero, José Soria, 2018 .

A new gravitational search algorithm using fuzzy logic to parameter adaptation

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2013, 2013 IEEE Congress on Evolutionary Computation.

A New Validity Index for Fuzzy-Possibilistic C-Means Clustering pdf

Oscar Castillo, Mohammad Hossein Fazel Zarandi, Shahabeddin Sotudian, 2020, ArXiv.

Bio-Inspired Optimization of Type-2 Fuzzy Controllers

Oscar Castillo, O. Castillo, 2015, Handbook of Computational Intelligence.

A New Approach to Multiple Time Series Prediction Using MIMO Fuzzy Aggregation Models with Modular Neural Networks

Oscar Castillo, Patricia Melin, Witold Pedrycz, 2019, Int. J. Fuzzy Syst..

Comparison of Bio-Inspired Methods with Parameter Adaptation Through Interval Type-2 Fuzzy Logic

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Modular granular neural network optimization using the firefly algorithm applied to time series prediction

Oscar Castillo, Daniela Sánchez, Patricia Melin, 2020 .

A Type 2 Fuzzy Neural Network Ensemble to Estimate Time Increased Probability of Seismic Hazard in North Region of Baja California Peninsula

Oscar Castillo, Victor M. Torres, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

A Review of Fuzzy and Mathematic Methods for Dynamic Parameter Adaptation in the Firefly Algorithm

Oscar Castillo, Fevrier Valdez, Carlos Soto, 2018, Advances in Data Analysis with Computational Intelligence Methods.

Generalized Type-2 Fuzzy Edge Detection Applied on a Face Recognition System

Oscar Castillo, Patricia Melin, Claudia I. Gonzalez, 2017 .

Comparative Study of Type-1 and Interval Type-2 Fuzzy Systems in the Fuzzy Harmony Search Algorithm Applied to Benchmark Functions

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2017, EUSFLAT/IWIFSGN.

Genetic Optimization of Interval Type-2 Fuzzy Systems for Hardware Implementation on FPGAs

Oscar Castillo, Patricia Melin, 2012 .

A new randomness approach based on sine waves to improve performance in metaheuristic algorithms

Oscar Castillo, José Soria, Mario García Valdez, 2020, Soft Comput..

Improved Method Based on Type-2 Fuzzy Logic for the Adaptive Harmony Search Algorithm

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Data Mining for extraction of fuzzy IF-THEN rules using Mamdani and Takagi-Sugeno-Kang FIS

Oscar Castillo, Patricia Melin, Juan R. Castro, 2007, Eng. Lett..

Special issue on “Extensions to type-1 fuzzy logic: theory, algorithms and applications”

Oscar Castillo, Dipak Kumar Jana, 2020, Soft Comput..

A review on the applications of type-2 fuzzy logic in classification and pattern recognition

Oscar Castillo, Patricia Melin, P. Melin, 2013, Expert Syst. Appl..

Fuzzy Control of Population Size in Evolutionary Algorithms

Oscar Castillo, Patricia Melin, Oscar Montiel, 2006 .

Comparison between Ant Colony and Genetic Algorithms for Fuzzy System Optimization

Oscar Castillo, Oscar Montiel, Alma Cristina Martinez, 2008, Soft Computing for Hybrid Intelligent Systems.

Dynamic parameter adaptation in Ant Colony Optimization using a fuzzy system for TSP problems

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2015, IFSA-EUSFLAT.

Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2007, IFSA.

Automated simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach

Oscar Castillo, Patricia Melin, 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

An Interval Type-2 Fuzzy Logic Toolbox for Control Applications

Oscar Castillo, Patricia Melin, Juan R. Castro, 2007, 2007 IEEE International Fuzzy Systems Conference.

Development of an embedded simple tuned fuzzy controller

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2008, 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence).

A New Meta-Heuristics of Optimization with Dynamic Adaptation of Parameters Using Type-2 Fuzzy Logic for Trajectory Control of a Mobile Robot

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2017, Algorithms.

Fuzzy Control for Systems with Dead-Zone and Backlash

Oscar Castillo, Luis T. Aguilar, O. Castillo, 2018, Type-2 Fuzzy Logic in Control of Nonsmooth Systems.

Multiple Ensemble Neural Network Models with Fuzzy Response Aggregation for Predicting COVID-19 Time Series: The Case of Mexico

Oscar Castillo, Patricia Melin, Daniela Sanchez, 2020, Healthcare.

A Method for Response Integration in Modular Neural Networks using Interval Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, Jérica Urías, 2007, 2007 IEEE International Fuzzy Systems Conference.

Interval Type-2 TSK Fuzzy Logic Systems Using Hybrid Learning Algorithm

Oscar Castillo, Gerardo M. Mendez, O. Castillo, 2005, The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05..

Interval Type-2 Fuzzy Logic for Improving Feature Extraction and Response Integration in Modular Neural Networks for Image Recognition

Oscar Castillo, Patricia Melin, Olivia Mendoza, 2007 .

Bio-Inspired Optimization Methods for Minimization of Complex Mathematical Functions

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2011, MICAI.

Evolutionary Optimization of the Fuzzy Integrator in a Navigation System for a Mobile Robot

Oscar Castillo, Abraham Melendez, 2013, Recent Advances on Hybrid Intelligent Systems.

Overview of Genetic Algorithms Applied in the Optimization of Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, P. Melin, 2012 .

Particle Swarm Optimization with Dynamic Parameter Adaptation Using Fuzzy Logic for Benchmark Mathematical Functions

Oscar Castillo, Frumen Olivas, 2013, Recent Advances on Hybrid Intelligent Systems.

Hierarchical genetic algorithms for topology optimization in fuzzy control systems

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2007, Int. J. Gen. Syst..

Optimization of Fuzzy Controller Using Galactic Swarm Optimization with Type-2 Fuzzy Dynamic Parameter Adjustment

Oscar Castillo, Fevrier Valdez, José Soria, 2019, Axioms.

Fuzzy differential evolution method with dynamic parameter adaptation using type-2 fuzzy logic

Oscar Castillo, José Soria, Patricia Ochoa, 2016, 2016 IEEE 8th International Conference on Intelligent Systems (IS).

Adaptive model-based control of robotic dynamic systems with a new neuro-fuzzy-fractal approach

Oscar Castillo, Patricia Melin, P. Melin, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Fuzzy galactic swarm optimization with dynamic adjustment of parameters based on fuzzy logic

Oscar Castillo, Fevrier Valdez, José Soria, 2018, SN Comput. Sci..

Type-2 fuzzy load regulation of a servomechanism with backlash using only motor position measurements

Oscar Castillo, Juan R. Castro, Nohé R. Cázarez-Castro, 2010, International Conference on Fuzzy Systems.

Intelligent Control and Planning of Autonomous Algorithms

Oscar Castillo, Julian Garibaldi, Azucena Barreras, 2007 .

A New Theory of Fuzzy Chaos and Its application for Simulation of Robotic Dynamic Systems

Oscar Castillo, Patricia Melin, P. Melin, 2002, JCIS.

Introduction to Modelling, Simulation and Control of Non-Linear Dynamical Systems

Oscar Castillo, Patricia Melin, 2001 .

Fuzzy Cellular Model Applied to the Dynamics of a Uni-Specific Population Induced by Environment Variations

Oscar Castillo, Antonio Rodríguez Díaz, Cecilia Leal Ramírez, 2008, 2008 Mexican International Conference on Computer Science.

A review on type-2 fuzzy logic applications in clustering, classification and pattern recognition

Oscar Castillo, Patricia Melin, P. Melin, 2014, Appl. Soft Comput..

Differential Evolution Algorithm with Interval Type-2 Fuzzy Logic for the Optimization of the Mutation Parameter

Oscar Castillo, José Soria, Patricia Ochoa, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Differential Evolution Algorithm

Oscar Castillo, José Soria, Patricia Ochoa, 2020 .

A Neural Network with a Learning Vector Quantization Algorithm for Multiclass Classification Using a Modular Approach

Oscar Castillo, Patricia Melin, Jonathan Amezcua, 2014, WCSC.

Finishing mill strip gage setup and control by interval type-1 non-singleton type-2 fuzzy logic systems

Oscar Castillo, Gerardo M. Mendez, Héctor Moreno, 2014, Appl. Soft Comput..

Modelling and Simulation of the defuzzification Stage of a Type-2 Fuzzy Controller Using VHDL Code

Oscar Castillo, Patricia Melin, Oscar Montiel, 2011, Control. Intell. Syst..

An Analytical Insight to Investigate the Research Patterns in the Realm of Type-2 Fuzzy Logic

Oscar Castillo, Devendra K. Tayal, Amita Jain, 2018, J. Autom. Mob. Robotics Intell. Syst..

Comparative study of the use of fuzzy logic in improving particle swarm optimization variants for mathematical functions using co-evolution

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, Appl. Soft Comput..

A new approach for time series prediction using ensembles of ANFIS models

Oscar Castillo, Patricia Melin, José Soria, 2012, Expert Syst. Appl..

Water Cycle Algorithm with Fuzzy Logic for Dynamic Adaptation of Parameters

Oscar Castillo, Patricia Melin, Ali Sadollah, 2016, MICAI.

Optimization of Type-1 and Type-2 Fuzzy Systems Applied to Pattern Recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2014, WCSC.

Bio-Inspired Optimization Algorithm Based on the Self-defense Mechanism in Plants

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2015, MICAI.

Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review

Oscar Castillo, Patricia Melin, P. Melin, 2012, Inf. Sci..

Modular Neural Network with Fuzzy Integration for Face, Fingerprint and Voice Recognition

Oscar Castillo, Patricia Melin, Ricardo Muñoz Bernal, 2009 .

Comparative Study of Fuzzy Methods for Response Integration in Ensemble Neural Networks for Pattern Recognition

Oscar Castillo, Patricia Melin, Miguel Lopez, 2009, Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition.

A fuzzy system for dynamic parameter adaptation in gravitational search algorithm

Oscar Castillo, Fevrier Valdez, Frumen Olivas, 2016, 2016 IEEE 8th International Conference on Intelligent Systems (IS).

Prototype Intelligent Systems for Adaptive Model-Based Control

Oscar Castillo, Patricia Melin, P. Melin, 2001 .

The Proposed Chemical Reaction Algorithm

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2014 .

Trajectory Optimization for an Autonomous Mobile Robot Using the Bat Algorithm

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, NAFIPS.

A hybrid fuzzy‐fractal approach for time series analysis and plant monitoring

Oscar Castillo, Patricia Melin, P. Melin, 2002, Int. J. Intell. Syst..

Optimal Design of Type-2 Fuzzy Membership Functions Using Genetic Algorithms in a Partitioned Search Space

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2010, 2010 IEEE International Conference on Granular Computing.

Prototype Intelligent Systems for Automated Simulation

Oscar Castillo, Patricia Melin, 2001 .

Finite-interval-valued Type-2 Gaussian fuzzy numbers applied to fuzzy TODIM in a healthcare problem

Oscar Castillo, Ismail Burak Parlak, A. Çagri Tolga, 2020, Eng. Appl. Artif. Intell..

Fuzzy Cellular Model for Predator-Prey Interaction Applied to the Control of Plagues in a Peppers Cropping

Oscar Castillo, Antonio Rodríguez Díaz, Cecilia Leal Ramírez, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Visual-Servoing Based Global Path Planning Using Interval Type-2 Fuzzy Logic Control

Oscar Castillo, Adnan Fatih Kocamaz, Mahmut Dirik, 2019, Axioms.

Soft computing and fractal theory for industrial applications

Oscar Castillo, Patricia Melin, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Comparative Study of Fuzzy Methods for Response Integration in Ensemble Neural Networks for Pattern Recognition

Oscar Castillo, Patricia Melin, Miguel Lopez, 2009, Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition.

A new prediction approach of the COVID-19 virus pandemic behavior with a hybrid ensemble modular nonlinear autoregressive neural network

Oscar Castillo, Patricia Melin, Daniela Sanchez, 2020, Soft computing.

AN INTELLIGENT HYBRID APPROACH FOR INDUSTRIAL QUALITY CONTROL COMBINING NEURAL NETWORKS, FUZZY LOGIC AND FRACTAL THEORY

Oscar Castillo, Patricia Melin, 2004 .

Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGA

Oscar Castillo, Patricia Melin, Oscar Montiel, 2009, WSC.

Intelligent adaptive control of aircraft dynamic systems with a new neuro-fuzzy-fractal approach

Oscar Castillo, Patricia Melin, P. Melin, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Fuzzy Dynamic Adaptation of Parameters in the Water Cycle Algorithm

Oscar Castillo, Ali Sadollah, José Soria, 2017, Nature-Inspired Design of Hybrid Intelligent Systems.

Evolution of Modular Neural Networks for System Identification

Oscar Castillo, Patricia Melin, Angeles Quezada, 2003, IC-AI.

A fuzzy hierarchical operator in the grey wolf optimizer algorithm

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, Appl. Soft Comput..

Comparison of particle swarm optimization variants with fuzzy dynamic parameter adaptation for modular granular neural networks for human recognition

Oscar Castillo, Daniela Sánchez, Patricia Melin, 2020, J. Intell. Fuzzy Syst..

Generalized type-2 fuzzy logic in galactic swarm optimization: design of an optimal ball and beam fuzzy controller

Oscar Castillo, Fevrier Valdez, José Soria, 2020, J. Intell. Fuzzy Syst..

Optimization of fuzzy controller design using a new bee colony algorithm with fuzzy dynamic parameter adaptation

Oscar Castillo, Fevrier Valdez, Camilo Caraveo, 2016, Appl. Soft Comput..

Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, IMECS 2007, March 21-23, 2007, Hong Kong, China

Oscar Castillo, Pranay Chaudhuri, David Dagan Feng, 2007, IMECS.

Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers

Oscar Castillo, José Soria, Patricia Ochoa, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Hierarchical Genetic Optimization of the Fuzzy Integrator for Navigation of a Mobile Robot

Oscar Castillo, Abraham Melendez, 2013, Soft Computing Applications in Optimization, Control, and Recognition.

Interval type-2 fuzzy logic system to simulate the environment resources stochasticity affecting the growth of a population

Oscar Castillo, Antonio Rodríguez Díaz, Cecilia Leal Ramírez, 2009, 2009 IEEE International Conference on Fuzzy Systems.

Optimization of Modular Neural Networks with Type-2 Fuzzy Integration Using General Evolutionary Method with Application in Multimodal Biometry

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2009 .

Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, P. Melin, 2007 .

Gaze-Guided Control of an Autonomous Mobile Robot Using Type-2 Fuzzy Logic

Oscar Castillo, Adnan Fatih Kocamaz, Mahmut Dirik, 2019, Applied System Innovation.

A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

High order α-planes integration: A new approach to computational cost reduction of General Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, Emanuel Ontiveros, 2018, Eng. Appl. Artif. Intell..

Evolutionary Computing for the Optimization of Mathematical Functions

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

A new approach for quality control of sound speakers combining type-2 fuzzy logic and the fractal dimension

Oscar Castillo, Patricia Melin, P. Melin, 2003, 22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003.

Type-2 Fuzzy Logic Systems

Oscar Castillo, Patricia Melin, P. Melin, 2012 .

Genetic Optimization of Neural Networks for Person Recognition Based on the Iris

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2012 .

Foundations of Fuzzy Logic and Soft Computing: 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, Junw 18-21, 2007, ... / Lecture Notes in Artificial Intelligence)

Oscar Castillo, Patricia Melin, Witold Pedrycz, 2007 .

Dynamic parameter adaptation in particle swarm optimization using interval type-2 fuzzy logic

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2016, Soft Comput..

Intelligent Control of Dynamic Population Size for Evolutionary Algorithms

Oscar Castillo, Patricia Melin, Oscar Montiel, 2006, IC-AI.

Controlling Aircraft Dynamic Systems

Oscar Castillo, Patricia Melin, 2001 .

Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Controllers

Oscar Castillo, Fevrier Valdez, Gabriel Huesca, 2007, Hybrid Intelligent Systems.

16 Intelligent Control of Autonomous Robotic Systems Using Interval Type-2 Fuzzy Logic and Genetic Algorithms

Oscar Castillo, Patricia Melin, 2007 .

A New Theory of Fuzzy Chaos for Simulation of Non-Linear Dynamical Systems

Oscar Castillo, Patricia Melin, 2001 .

Genetic optimization of interval type-2 fuzzy reactive controllers for mobile robots

Oscar Castillo, Patricia Melin, Abraham Melendez, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Simulation and forecasting complex economic time series using neural networks and fuzzy logic

Oscar Castillo, Patricia Melin, P. Melin, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Design and Simulation of the Type-2 Fuzzification Stage: Using Active Membership Functions

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

Intelligent control of non-linear dynamic plants using type-2 fuzzy logic and neural networks

Oscar Castillo, Patricia Melin, P. Melin, 2002, 2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622).

Design of Interval Type-2 Fuzzy Logic Controllers

Oscar Castillo, 2012 .

A New Method for Adaptive Control of Non-Linear Plants Using Type-2 Fuzzy Logic and Neural Networks

Oscar Castillo, Patricia Melin, P. Melin, 2002, International Journal of General Systems.

Prototype Intelligent Systems for Automated Mathematical Modelling

Oscar Castillo, Patricia Melin, 2001 .

Grey wolf optimizer with dynamic adaptation of parameters using fuzzy logic

Oscar Castillo, José Soria, Luis Rodríguez, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Comparative analysis of noise robustness of type 2 fuzzy logic controllers

Oscar Castillo, Patricia Melin, Emanuel Ontiveros-Robles, 2018, Kybernetika.

Comparison of T-Norms and S-Norms for Interval Type-2 Fuzzy Numbers in Weight Adjustment for Neural Networks

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2017, Inf..

Designing a general type-2 fuzzy expert system for diagnosis of depression

Oscar Castillo, A. Mohammadi, M. H. Fazel Zarandi, 2019, Appl. Soft Comput..

Fuzzy Sets in Dynamic Adaptation of Parameters of a Bee Colony Optimization for Controlling the Trajectory of an Autonomous Mobile Robot

Oscar Castillo, Patricia Melin, Juan R. Castro, 2016, Sensors.

A variant to the dynamic adaptation of parameters in galactic swarm optimization using a fuzzy logic augmentation

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2017, Comput. Intell. Neurosci..

QUACONTRA: quality control training in the food industry using an intelligent tutor

Oscar Castillo, Patricia Melin, P. Melin, 1995, International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems.

Fuzzy Control for Biped Robots Under Impacts

Oscar Castillo, Luis T. Aguilar, 2019 .

Theory of Fuzzy Chaos for Simulation and Control of Non-Linear Dynamical Systems

Oscar Castillo, Patricia Melin, 2004 .

Interval Type-2 Fuzzy Cellular Model Applied to the Dynamics of a Uni-specific Population Induced by Environment Variations

Oscar Castillo, Antonio Rodríguez Díaz, Cecilia Leal Ramírez, 2009, Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition.

Mediative fuzzy logic: a new approach for contradictory knowledge management

Oscar Castillo, Patricia Melin, Oscar Montiel, 2007, Soft Comput..

Optimization of intuitionistic and type-2 fuzzy systems in control

Oscar Castillo, 2018 .

A Fuzzy Control Design for an Autonomous Mobile Robot Using Ant Colony Optimization

Oscar Castillo, Fevrier Valdez, José Soria, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

INTELLIGENT ADAPTIVE MODEL-BASED CONTROL OF ROBOTIC DYNAMIC SYSTEMS WITH A NEW HYBRID NEURO-FUZZY-FRACTAL APPROACH

Oscar Castillo, Patricia Melin, P. Melin, 2000 .

Soft Computing and Fractal Theory for Intelligent Manufacturing

Oscar Castillo, Patricia Melin, P. Melin, 2003, Studies in Fuzziness and Soft Computing.

A fuzzy logic approach for dynamic adaptation of parameters in galactic swarm optimization

Oscar Castillo, José Soria, Emer Bernal, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Automated Quality Control in Sound Speaker Manufacturing

Oscar Castillo, Patricia Melin, 2003 .

Comparison of Type-2 Fuzzy Integration for Optimized Modular Neural Networks Applied to Human Recognition

Oscar Castillo, Patricia Melin, Daniela Sánchez, 2018 .

Recent Advances on Hybrid Approaches for Designing Intelligent Systems

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Fuzzy Logic in Intelligent System Design - Theory and Applications [North American Fuzzy Information Processing Society Annual Conference, NAFIPS 2017, 16-18 October, 2017, Cancun, Mexico]

Oscar Castillo, Patricia Melin, Janusz Kacprzyk, 2018, NAFIPS.

Embedding a Fuzzy Locomotion Pose Controller for a Wheeled Mobile Robot into an FPGA

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Analysis of Spatial Spread Relationships of Coronavirus (COVID-19) Pandemic in the World using Self Organizing Maps

Oscar Castillo, Patricia Melin, Daniela Sanchez, 2020, Chaos, Solitons & Fractals.

Handling data-skewness in character based string similarity join using Hadoop

Oscar Castillo, Devendra K. Tayal, Amita Jain, 2020 .

Optimization of the Interval Type-2 Fuzzy C-Means using Particle Swarm Optimization

Oscar Castillo, Elid Rubio, O. Castillo, 2013, 2013 World Congress on Nature and Biologically Inspired Computing.

Type-2 Fuzzy Logic in Control of Nonsmooth Systems - Theoretical Concepts and Applications

Oscar Castillo, Luis T. Aguilar, O. Castillo, 2018, Studies in Fuzziness and Soft Computing.

Edge detection method based on Interval type-2 fuzzy systems for color images

Oscar Castillo, Patricia Melin, Claudia I. González, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

Type-1 and Type-2 Fuzzy Inference Systems as Integration Methods in Modular Neural Networks for Multimodal Biometry and Its Optimization with Genetic Algorithms

Oscar Castillo, Patricia Melin, Denisse Hidalgo, 2009, Soft Computing for Hybrid Intelligent Systems.

Modeling and Simulation of the Defuzzification Stage of a Type-2 Fuzzy Controller Using the Xilinx System Generator and Simulink

Oscar Castillo, Oscar Montiel, Roberto Sepúlveda, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

Genetic design of biped walking fuzzy logic controller

Oscar Castillo, Antonio Rodríguez Díaz, Luis T. Aguilar, 2009, 2009 IEEE Workshop on Hybrid Intelligent Models and Applications.

Advanced Applications of Adaptive Model-Based Control

Oscar Castillo, Patricia Melin, 2001 .

Optimization of Membership Function Parameters for Fuzzy Controllers of an Autonomous Mobile Robot Using the Flower Pollination Algorithm

Oscar Castillo, José Soria, Oscar R. Carvajal, 2018, J. Autom. Mob. Robotics Intell. Syst..

Es Posible Superar la Precisión Basada en el Juicio de Expertos de la Estimación de Esfuerzo de Productos de Software?

Oscar Castillo, Manuel A. S. Santos, Gabriela Robiolo, 2013, CIbSE.

Neuro-fuzzy fitness in a genetic algorithm for optimal fuzzy controller design

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Simulation Results for the Proposed Methods

Oscar Castillo, Leticia Amador, 2017 .

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2018 .

Interval type-2 fuzzy logic for dynamic parameter adaptation in a modified gravitational search algorithm

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2019, Inf. Sci..

Optimization of fuzzy controller design using a Differential Evolution algorithm with dynamic parameter adaptation based on Type-1 and Interval Type-2 fuzzy systems

Oscar Castillo, José Soria, Patricia Ochoa, 2019, Soft Computing.

Hierarchical aggregation of multiple fuzzy controllers for global complex control problems

Oscar Castillo, José Soria, Leticia Cervantes, 2016, Appl. Soft Comput..

Evolutionary Non-Linear System Identification

Oscar Castillo, Patricia Melin, Oscar Montiel, 2004, IC-AI.

A new approach for plant monitoring using type-2 fuzzy logic and fractal theory

Oscar Castillo, Patricia Melin, P. Melin, 2002, Int. J. Gen. Syst..

Special Issue on Hybrid Intelligent Systems

Oscar Castillo, Patricia Melin, P. Melin, 2007, Inf. Sci..

ClusFuDE: Forecasting low dimensional numerical data using an improved method based on automatic clustering, fuzzy relationships and differential evolution

Oscar Castillo, Devendra K. Tayal, Amita Jain, 2018, Eng. Appl. Artif. Intell..

Fuzzy-Fractal Approach for Automated Mathematical Modelling

Oscar Castillo, Patricia Melin, 2001 .

A generalized type-2 fuzzy granular approach with applications to aerospace

Oscar Castillo, Juan R. Castro, Mauricio A. Sanchez, 2016, Inf. Sci..

Designing Type-2 Fuzzy Systems Using the Interval Type-2 Fuzzy C-Means Algorithm

Oscar Castillo, Elid Rubio, O. Castillo, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Galactic Swarm Optimization with Adaptation of Parameters Using Fuzzy Logic for the Optimization of Mathematical Functions

Oscar Castillo, Fevrier Valdez, José Soria, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

A Comparative Study of Dynamic Adaptation of Parameters in the GWO Algorithm Using Type-1 and Interval Type-2 Fuzzy Logic

Oscar Castillo, José Soria, Mario García Valdez, 2018, Fuzzy Logic Augmentation of Neural and Optimization Algorithms.

Response integration in modular neural networks using Choquet Integral with Interval type 2 Sugeno measures

Oscar Castillo, Patricia Melin, Juan R. Castro, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

A new approach based on generalized type-2 fuzzy logic for edge detection

Oscar Castillo, Patricia Melin, Claudia I. González, 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

Backpropagation learning method with interval type-2 fuzzy weights in neural networks

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Experimentation and Results Discussion

Oscar Castillo, Patricia Melin, Juan R. Castro, 2017 .

A review on the design and optimization of interval type-2 fuzzy controllers

Oscar Castillo, Patricia Melin, P. Melin, 2012, Appl. Soft Comput..

Differential Evolution Algorithm Using a Dynamic Crossover Parameter with Fuzzy Logic Applied for the CEC 2015 Benchmark Functions

Oscar Castillo, José Soria, Patricia Ochoa, 2018, NAFIPS.

Interval type-2 fuzzy weight adjustment for backpropagation neural networks with application in time series prediction

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2014, Inf. Sci..

Design of a Fuzzy System for Flight Control of an F-16 Airplane

Oscar Castillo, Leticia Cervantes, 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

Black box evolutionary mathematical modeling applied to linear systems

Oscar Castillo, Patricia Melin, Oscar Montiel, 2005, Int. J. Intell. Syst..

Novel genetic optimization of membership functions of fuzzy logic for speed control of a direct current motor for hardware applications in FPGAs

Oscar Castillo, Patricia Melin, Yazmin Maldonado, 2010 .

Novel Developments in Uncertainty Representation and Processing

Oscar Castillo, Patricia Melin, Guy De Tré, 2016, Advances in Intelligent Systems and Computing.

Design of an Optimal Modular LVQ Network for Classification of Arrhythmias Based on a Variable Training-Test Datasets Strategy

Oscar Castillo, Patricia Melin, Jonathan Amezcua, 2014, IEEE Conf. on Intelligent Systems.

Type-2 Fuzzy Logic: Theory and Applications

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2007, 2007 IEEE International Conference on Granular Computing (GRC 2007).

2 Type-1 Fuzzy Logic

Oscar Castillo, Patricia Melin, 2007 .

Genetic Optimization for the Design of Walking Patterns of a Biped Robot

Oscar Castillo, Antonio Rodríguez Díaz, Luis T. Aguilar, 2009, Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control.

Simulation and Forecasting Complex Economic Time Series Using Neural Network Models

Oscar Castillo, Patricia Melin, Miguel Lopez, 2005 .

Intelligent control of a stepping motor drive using an adaptive neuro-fuzzy inference system

Oscar Castillo, Patricia Melin, P. Melin, 2005, Inf. Sci..

Design of a Fuzzy System for the Longitudinal Control of an F-14 Airplane

Oscar Castillo, Leticia Cervantes, O. Castillo, 2011, Soft Computing for Intelligent Control and Mobile Robotics.

Application of a breeder genetic algorithm for filter optimization

Oscar Castillo, Patricia Melin, Oscar Montiel, 2004, Natural Computing.

Fuzzy dynamic parameters adaptation in the Cuckoo Search Algorithm using fuzzy logic

Oscar Castillo, Mario García Valdez, Maribel Guerrero, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Fuzzy Control Synthesis for Systems with Discontinuous Friction

Oscar Castillo, Luis T. Aguilar, O. Castillo, 2018, Type-2 Fuzzy Logic in Control of Nonsmooth Systems.

Comparative Study of Type-2 Fuzzy Particle Swarm, Bee Colony and Bat Algorithms in Optimization of Fuzzy Controllers

Oscar Castillo, Fevrier Valdez, Leticia Amador-Angulo, 2017, Algorithms.

Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets

Oscar Castillo, Patricia Melin, Claudia I. González, 2017, EUSFLAT/IWIFSGN.

Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems

Oscar Castillo, Patricia Melin, Claudia I. González, 2015, Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization.

Generation of walking periodic motions for a biped robot via genetic algorithms

Oscar Castillo, Luis T. Aguilar, Selene L. Cardenas-Maciel, 2011, Appl. Soft Comput..

An edge detection method based on generalized type-2 fuzzy logic

Oscar Castillo, Patricia Melin, Claudia I. González, 2013, 2013 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems (T2FUZZ).

Type-2 fuzzy logic aggregation of multiple fuzzy controllers for airplane flight control

Oscar Castillo, Leticia Cervantes, O. Castillo, 2015, Inf. Sci..

A new Interval Type-2 Fuzzy Possibilistic C-Means clustering algorithm

Oscar Castillo, Patricia Melin, Elid Rubio, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach

Oscar Castillo, Patricia Melin, Miguel Lopez, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

ADAPTIVE INTELLIGENT CONTROL OF AIRCRAFT DYNAMIC SYSTEMS WITH A NEW HYBRID NEURO-FUZZY-FRACTAL APPROACH

Oscar Castillo, Patricia Melin, 2000 .

Type-2 intuitionistic fuzzy matrix games based on a new distance measure: Application to biogas-plant implementation problem

Oscar Castillo, Mijanur Rahaman Seikh, M. R. Seikh, 2021, Appl. Soft Comput..

Implementation and Evaluation of the Controllers

Oscar Castillo, Mahmut Dirik, Fatih Kocamaz, 2021 .

A New Approach for Dynamic Stochastic Fractal Search with Fuzzy Logic for Parameter Adaptation

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2021 .

An Exhaustive Review of Bio-Inspired Algorithms and its Applications for Optimization in Fuzzy Clustering

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2021 .

GPU Accelerated Membrane Evolutionary Artificial Potential Field for Mobile Robot Path Planning

Oscar Castillo, Oscar Montiel, Ulises Orozco-Rosas, 2021, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms.

Bio-Inspired Algorithms and Its Applications for Optimization in Fuzzy Clustering

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2021, Algorithms.

Vision-Based Mobile Robot Control and Path Planning Algorithms in Obstacle Environments Using Type-2 Fuzzy Logic

Oscar Castillo, Mahmut Dirik, Fatih Kocamaz, 2021, Studies in Fuzziness and Soft Computing.

(2005-5916) A novel defuzzification approach of Type-2 fuzzy variable to solving matrix games: An application to plastic ban problem

Oscar Castillo, Mijanur Rahaman Seikh, M. R. Seikh, 2021 .

Differential Evolution with Shadowed and General Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Optimal Design of Fuzzy Controllers

Oscar Castillo, Patricia Melin, José Soria, 2021, Axioms.

Editorial on Special Issue: "Trends and Developments on Type-2 Fuzzy Sets and Systems"

Oscar Castillo, Hamid Reza Karimi, Hong Mo, 2021, Int. J. Fuzzy Syst..

Generalized-Hukuhara-Gradient Efficient-Direction Method to Solve Optimization Problems with Interval-Valued Functions and Its Application in Least-Squares Problems

Oscar Castillo, Debdas Ghosh, Ram Surat Chauhan, 2020, International Journal of Fuzzy Systems.

Towards asymmetric uncertainty modeling in designing General Type-2 Fuzzy classifiers for medical diagnosis

Oscar Castillo, Patricia Melin, Emanuel Ontiveros-Robles, 2021, Expert Syst. Appl..

A new Fuzzy Fractal Control Approach of Non-Linear Dynamic Systems: The Case of Controlling the COVID-19 Pandemics

Oscar Castillo, Patricia Melin, P. Melin, 2021 .

A new meta-heuristic optimization algorithm based on a paradigm from physics: string theory

Oscar Castillo, José Soria, Mario García Valdez, 2021, J. Intell. Fuzzy Syst..

Differential Evolution with Shadowed and General Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Optimal Design of Fuzzy Controllers

Oscar Castillo, Patricia Melin, José Soria, 2021, Axioms.

Comparative Study of Conventional and Interval Type-2 Fuzzy Logic Controllers for in Lego Mindstorms Ev3 Humanoids

Oscar Castillo, Fevrier Valdez, Cinthia Peraza, 2021, Toward Humanoid Robots: The Role of Fuzzy Sets.

Optimal Setting of Membership Functions for Interval Type-2 Fuzzy Tracking Controllers Using a Shark Smell Metaheuristic Algorithm

Oscar Castillo, Felizardo Cuevas, Prometeo Cortes, 2021, International Journal of Fuzzy Systems.

Spatial and Temporal Spread of the COVID-19 Pandemic Using Self Organizing Neural Networks and a Fuzzy Fractal Approach

Oscar Castillo, Patricia Melin, P. Melin, 2021, Sustainability.

Optimization of Membership Function Parameters for Fuzzy Controllers in Cruise Control Problem Using the Multi-verse Optimizer

Oscar Castillo, José Soria, Prometeo Cortés-Antonio, 2021, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms.

An Efficient Chicken Search Optimization Algorithm for the Optimal Design of Fuzzy Controllers

Oscar Castillo, Leticia Amador-Angulo, Cinthia Peraza, 2021, Axioms.

Control Strategies Based on Interval Type-2 Fuzzy Logic for Autonomous Mobile and Humanoid Robots

Oscar Castillo, Felizardo Cuevas, Prometeo Cortes, 2021 .

High-Speed Interval Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Harmony Search for Optimal Design of Fuzzy Controllers

Oscar Castillo, Zong Woo Geem, Fevrier Valdez, 2021, Mathematics.

A Review on the Cuckoo Search Algorithm

Oscar Castillo, Fevrier Valdez, Maribel Guerrero-Luis, 2021, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms.

A New Cuckoo Search Algorithm Using Interval Type-2 Fuzzy Logic for Dynamic Parameter Adaptation

Oscar Castillo, Fevrier Valdez, Maribel Guerrero, 2021, Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation.

Best fit membership function for designing fuzzy logic controller aided intelligent overcurrent fault protection scheme

Oscar Castillo, Samarjit Kar, Arif Ahmed Sekh, 2020, International Transactions on Electrical Energy Systems.

Review of Hybrid Combinations of Metaheuristics for Problem Solving Optimization

Oscar Castillo, Fevrier Valdez, José Soria, 2021, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms.

Spatial and Temporal Spread of the Coronavirus Pandemic using Self Organizing Neural Networks and a Fuzzy Fractal Approach

Oscar Castillo, Patricia Melin, 2021 .

Fuzzy logic research work in Mexico motivated by Lotfi Zadeh

Oscar Castillo, Patricia Melin, P. Melin, 2021, Notes on Intuitionistic Fuzzy Sets.

Tool Path Optimization for Computer Numerical Control Machines based on Parallel ACO

Oscar Castillo, Roberto Sepúlveda, Oscar Montiel-Ross, 2022 .

CHEMICAL OPTIMIZATION PARADIGM APPLIED TO A FUZZY TRACKING CONTROLLER FOR AN AUTONOMOUS MOBILE ROBOT

Oscar Castillo, Patricia Melin, Leslie Astudillo, 2013 .

A new method for fuzzy estimation of the fractal dimension and its applications to time series analysis and pattern recognition

Oscar Castillo, P. Melin, P. Melin, 2000, PeachFuzz 2000. 19th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.00TH8500).

Automated mathematical modelling, simulation and behavior identification of robotic dynamic systems using a new fuzzy-fractal-genetic approach

Oscar Castillo, Patricia Melin, P. Melin, 1999, Robotics Auton. Syst..

Optimization of the Fuzzy C-Means Algorithm using Evolutionary Methods

Oscar Castillo, Jose Soria, Elid Rubio, 2022 .

Bio-inspired optimization of fuzzy logic controllers for robotic autonomous systems with PSO and ACO

Oscar Castillo, Patricia Melin, Ricardo Martínez-Marroquín, 2010 .

A method for graphical representation of membership functions for intuitionistic fuzzy inference systems

Oscar Castillo, Amaury Hernandez-Aguila, O. Castillo, 2017 .

Theory of Fuzzy Chaos for the Simulation and Control of Nonlinear Dynamical Systems

Oscar Castillo, Patricia Melin, 2006 .

A new method for fuzzy inference in intuitionistic fuzzy systems

Oscar Castillo, Patricia Melin, P. Melin, 2003, 22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003.

Hybrid Intelligent Systems: Analysis and Design (Studies in Fuzziness and Soft Computing)

Witold Pedrycz, Oscar Castillo, Patricia Melin, 2006 .

Automated simulation of non-linear dynamical systems with a Lotka-Volterra population based approach

Oscar Castillo, Patricia Melin, 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).

A New Hybridization Approach between the Fireworks Algorithm and Grey Wolf Optimizer Algorithm

Oscar Castillo, Patricia Melin, Fevrier Valdez, 2018 .

A new approach for plant monitoring using type-2 fuzzy logic and fractal theory

Oscar Castillo, Patricia Melin, 2004 .

GAIN OPTIMIZATION FOR INERTIA WHEEL PENDULUM STABILIZATION USING PARTICLE SWARM OPTIMIZATION AND GENETIC ALGORITHMS

Oscar Castillo, Luis T. Aguilar, R. Martínez-Soto, 2012 .

An intelligent system for the simulation of non-linear dynamical economical systems

Oscar Castillo, Patricia Melin, 1995 .

A new fuzzy-fractal approach for forecasting financial and economic time series

Oscar Castillo, Patricia Melin, P. Melin, 2001, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569).

A fuzzy differential evolution method with dynamic adaptation of parameters for the optimization of fuzzy controllers

Oscar Castillo, Patricia Ochoa, Jose Soria, 2014, 2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW).