Juan Julián Merelo Guervós

发表

Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2020, IJCCI.

The Evolutionary Race: Improving the Process of Evaluating Car Controllers in Racing Simulators

Juan Julián Merelo Guervós, Mohammed Salem, Antonio Mora García, 2018, 2018 IEEE Conference on Computational Intelligence and Games (CIG).

Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Maribel García Arenas, 2010, PPSN.

A Peer-to-Peer Approach to Genetic Programming

Juan Julián Merelo Guervós, Maribel García Arenas, Juan Luis Jiménez Laredo, 2011, EuroGP.

Forced evolution in silico by artificial transposons and their genetic operators: The ant navigation problem

Juan Julián Merelo Guervós, Leonid Zamdborg, David M. Holloway, 2015, Inf. Sci..

Optimizing Web Newspaper Layout Using Simulated Annealing

Juan Julián Merelo Guervós, Jesús González, Pedro Ángel Castillo Valdivieso, 1999, IWANN.

A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, IWANN.

Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2002, PPSN.

Evolutionary deckbuilding in hearthstone

Juan Julián Merelo Guervós, Giovanni Squillero, Alberto Paolo Tonda, 2016, 2016 IEEE Conference on Computational Intelligence and Games (CIG).

Enhancing a MOACO for Solving the Bi-criteria Pathfinding Problem for a Military Unit in a Realistic Battlefield

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2007, EvoWorkshops.

New solver and optimal anticipation strategies design based on evolutionary computation for the game of MasterMind

Juan Julián Merelo Guervós, Sancho Salcedo-Sanz, Javier Maestro-Montojo, 2014, Evol. Intell..

NectaRSS, an intelligent RSS feed reader

Juan Julián Merelo Guervós, Pedro A. Castillo, Lourdes Araujo, 2008, J. Netw. Comput. Appl..

EVITA: An Integral Evolutionary Methodology for the Inventory and Transportation Problem

Juan Julián Merelo Guervós, Pablo García-Sánchez, Ken Sharman, 2009, Bio-inspired Algorithms for the Vehicle Routing Problem.

Pervasive Evolutionary Algorithms on Mobile Devices

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2009, IWANN.

A Symbiotic CHC Co-evolutionary Algorithm for Automatic RBF Neural Networks Design

María José del Jesús, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, 2008, DCAI.

Co-evolving Multilayer Perceptrons Along Training Sets

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2004, Fuzzy Days.

A Performance Assessment of Evolutionary Algorithms in Volunteer Computing Environments: The Importance of Entropy

Juan Julián Merelo Guervós, Pablo García-Sánchez, Mario García Valdez, 2017, EvoApplications.

Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation

Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, 2016, GECCO.

Using SOM for Neural Network Visualization

Juan Julián Merelo Guervós, Alberto Prieto, Pedro Ángel Castillo Valdivieso, 2001, IWANN.

1st International Workshop on Complex Systems in Sports - Proceedings pdf

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2011, ArXiv.

Sleeping with ants, SVMs, multilayer perceptrons and SOMs

Agostinho C. Rosa, Juan Julián Merelo Guervós, Pedro A. Castillo, 2010, 2010 10th International Conference on Intelligent Systems Design and Applications.

Towards automatic StarCraft strategy generation using genetic programming

Juan Julián Merelo Guervós, Giovanni Squillero, Alberto Paolo Tonda, 2015, 2015 IEEE Conference on Computational Intelligence and Games (CIG).

Bloat Control Operators and Diversity in Genetic Programming: A Comparative Study

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Anna Esparcia-Alcázar, 2010, Evolutionary Computation.

Mining of Keystroke and Mouse Dynamics to Increase the Engagement of Students with Programming Assignments

Juan Julián Merelo Guervós, Mario García Valdez, Amaury Hernández-Águila, 2017, IJCCI.

Photorealistic Rendering with an Ant Algorithm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2012, IJCCI.

Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2012, Journal of Computer Science and Technology.

Pareto-based multi-colony multi-objective ant colony optimization algorithms: an island model proposal

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2013, Soft Comput..

Application of Vector Quantization Algorithms to Protein Classification and Secondary Structure Computation

Juan Julián Merelo Guervós, Federico Morán, Carlos Ureña, 1991, IWANN.

Finding a needle in a haystack using hints and evolutionary computation: the case of evolutionary MasterMind

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, 2006, Appl. Soft Comput..

Parallel Multiobjective Optimization of Ensembles of Multilayer Perceptrons for pattern classification

Juan Julián Merelo Guervós, Pedro A. Castillo, 2008, Inteligencia Artif..

Mapping weblog communities

Juan Julián Merelo Guervós, Fernando Tricas García, Fatima Rateb, 2003, ArXiv.

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2014, GECCO.

Predicting Financial Distress: A Case Study Using Self-organizing Maps

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2007, IWANN.

Characterizing Fault-Tolerance in Evolutionary Algorithms

Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Daniel Lombraña Gonzalez, 2012, Parallel Architectures and Bioinspired Algorithms.

Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks pdf

Juan Julián Merelo Guervós, Alberto Prieto, Maribel García Arenas, 2006, ArXiv.

Improved free form evolution for angry birds structures

Juan Julián Merelo Guervós, Antonio Mora García, Mario García Valdez, 2019, GECCO.

Implementing Parallel Genetic Algorithm Using Concurrent-functional Languages

Juan Julián Merelo Guervós, Liesner Acevedo-Martínez, Paloma de las Cuevas, 2014, IJCCI.

Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures

Juan Julián Merelo Guervós, Pascal Bouvry, Bernabé Dorronsoro, 2013, LION.

CHAC, A MOACO algorithm for computation of bi‐criteria military unit path in the battlefield: Presentation and first results

Juan Julián Merelo Guervós, Antonio Mora García, Juan Luis Jiménez Laredo, 2006, Int. J. Intell. Syst..

Prune and Plant: A New Bloat Control Method for Genetic Programming

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Anna Esparcia-Alcázar, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

Beating exhaustive search at its own game: revisiting evolutionary mastermind

Juan Julián Merelo Guervós, Antonio Mora García, Thomas Philip Runarsson, 2010, GECCO '10.

Emerging archetypes in massive artificial societies for literary purposes using genetic algorithms pdf

Juan Julián Merelo Guervós, Pablo García-Sánchez, Rubén Héctor García-Ortega, 2014, ArXiv.

Parallel Problem Solving from Nature — PPSN VII

Juan Julián Merelo Guervós, Hans-Georg Beyer, José-Luis Fernández-Villacañas, 2002, Lecture Notes in Computer Science.

P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems

Juan Julián Merelo Guervós, Pedro A. Castillo, A. E. Eiben, 2008, Euro-Par.

Cooperative Coevolution for Learning Fuzzy Rule-Based Systems

Francisco Herrera, Juan Julián Merelo Guervós, Jorge Casillas, 2001, Artificial Evolution.

EvoSpace-i: a framework for interactive evolutionary algorithms

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Leonardo Trujillo, 2013, GECCO.

Comparing ACO Algorithms for Solving the Bi-criteria Military Path-Finding Problem

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2007, ECAL.

Randomized parameter settings for a pool-based particle swarm optimization algorithm: a comparison between dynamic adaptation of parameters and randomized parameterization

Juan Julián Merelo Guervós, Oscar Castillo, Mario García Valdez, 2017, GECCO.

Web Browser-Based Forecasting of Economic Time-Series

Juan Julián Merelo Guervós, Maribel García Arenas, Víctor Manuel Rivas Santos, 2016, Decision Economics@DCAI.

Cloud-based evolutionary algorithms: An algorithmic study

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2012, Natural Computing.

Automatic generation of XSLT stylesheets using evolutionary algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2008, GECCO '08.

Evolving XSLT stylesheets pdf

Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pablo García-Sánchez, 2007, ArXiv.

1st International Workshop on Distributed Evolutionary Computation in Informal Environments pdf

Juan Julián Merelo Guervós, Maribel García Arenas, Juan Luis Jiménez Laredo, 2011, ArXiv.

Introduction to the special issue on evolutionary intelligence in games

Juan Julián Merelo Guervós, Paolo Burelli, 2014, Evol. Intell..

Evolving Objects: A General Purpose Evolutionary Computation Library

Maarten Keijzer, Juan Julián Merelo Guervós, Marc Schoenauer, 2001, Artificial Evolution.

An experimental study of exhaustive solutions for the Mastermind puzzle pdf

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2012, ArXiv.

On the Run-Time Dynamics of a Peer-to-Peer Evolutionary Algorithm

Juan Julián Merelo Guervós, A. E. Eiben, Juan Luis Jiménez Laredo, 2008, PPSN.

Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Armando Vieira, 2003, IWANN.

A self-organized criticality mutation operator for dynamic optimization problems

Agostinho C. Rosa, Juan Julián Merelo Guervós, Vitorino Ramos, 2008, GECCO '08.

Evolution of the number of GitHub users in Spain pdf

Juan Julián Merelo Guervós, 2016, ArXiv.

Optimización paralela multiobjetivo de conjuntos de perceptrones multicapa para clasificación de patrones

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, P. Valdivieso, 2008 .

Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2014, IJCCI.

Modeling Malaria with Multi-Agent Systems

Juan Julián Merelo Guervós, Maribel García Arenas, Narjès Bellamine Ben Saoud, 2005, Int. J. Intell. Inf. Technol..

Configuring an evolutionary tool for the inventory and transportation problem

Juan Julián Merelo Guervós, Ken Sharman, Anna Esparcia-Alcázar, 2007, GECCO '07.

Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2012, IJCCI.

Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2006, PPSN.

Visualizing for Success: How Can we Make the User more Efficient in Interactive Evolutionary Algorithms?

Juan Julián Merelo Guervós, Carlos Cotta, Mario García Valdez, 2016, GECCO.

Clustering and Visualizing HIV Quasispecies Using Kohonen's Self-Organizing Maps

Juan Julián Merelo Guervós, Federico Morán, Antonio Mora García, 2007, IWANN.

G-Prop: Global optimization of multilayer perceptrons using GAs

Juan Julián Merelo Guervós, Alberto Prieto, Pedro Ángel Castillo Valdivieso, 2000, Neurocomputing.

Exploiting the social graph: Increasing engagement in a collaborative Interactive Evolution application

Juan Julián Merelo Guervós, Mario García Valdez, Alejandra Mancilla, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary system for prediction and optimization of hardware architecture performance

Francisco J. Cazorla, Juan Julián Merelo Guervós, Mateo Valero, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Modeling browser-based distributed evolutionary computation systems pdf

Juan Julián Merelo Guervós, Pablo García-Sánchez, J. J. M. Guervós, 2015, ArXiv.

There Can Be only One: Evolving RTS Bots via Joust Selection

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2016, EvoApplications.

A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, 2016, PPSN.

A Method for Estimating the Computational Complexity of Multimodal Functions

Juan Julián Merelo Guervós, Eric Sanlaville, Juan Luis Jiménez Laredo, 2020, EvoApplications.

Comparing Evolutionary Algorithms to Solve the Game of MasterMind

Juan Julián Merelo Guervós, Sancho Salcedo-Sanz, Javier Maestro-Montojo, 2013, EvoApplications.

Architecture Performance Prediction Using Evolutionary Artificial Neural Networks

Francisco J. Cazorla, Juan Julián Merelo Guervós, Pedro A. Castillo, 2008, EvoWorkshops.

Diseño de Redes Neuronales Artificiales mediante Algoritmos Evolutivos

Juan Julián Merelo Guervós, Alberto Prieto, Pedro Ángel Castillo Valdivieso, 2001, Inteligencia Artif..

Optimizing player behavior in a real-time strategy game using evolutionary algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Preface

Juan Julián Merelo Guervós, Maribel García Arenas, Juan Luis Jiménez Laredo, 2013, Natural Computing.

Improving Evolution of XSLT Stylesheets Using Heuristic Operators

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2008, DCAI.

Driving in TORCS Using Modular Fuzzy Controllers

Juan Julián Merelo Guervós, Mohammed Salem, Antonio Mora García, 2017, EvoApplications.

Genetic Algorithm for Burst Detection and Activity Tracking in Event Streams

Juan Julián Merelo Guervós, Lourdes Araujo, José A. Cuesta, 2006, PPSN.

Study of the Robustness of a Meta-Algorithm for the Estimation of Parameters in Artificial Neural Networks Design

María José del Jesús, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

Tropes in films: an initial analysis pdf

Juan Julián Merelo Guervós, Pablo García-Sánchez, Rubén Héctor García-Ortega, 2020, ArXiv.

Self-Organizing Networks for Mapping and Clustering Biological Macromolecules Images

Juan Julián Merelo Guervós, José María Carazo, Alberto Pascual, 2000, ANNIMAB.

Power laws in code repositories: A skeptical approach pdf

Juan Julián Merelo Guervós, Bartolomé Ortiz, 2019, ArXiv.

Improved evolutionary generation of XSLT stylesheets pdf

Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, 2008, ArXiv.

Ranking Programming Languages for Evolutionary Algorithm Operations

Juan Julián Merelo Guervós, Pedro A. Castillo, Víctor Manuel Rivas Santos, 2017, EvoApplications.

Parallel quadrant interlocking factorization on hypercube computers

Juan Julián Merelo Guervós, Javier D. Bruguera, Inmaculada García, 1990, Parallel Comput..

Gamification techniques in collaborative interactive evolutionary computation

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Mario García Valdez, 2017, GECCO.

JEO: Java Evolving Objects

Juan Julián Merelo Guervós, Marc Schoenauer, Maribel García Arenas, 2002, GECCO.

A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2012, IJCCI.

G-lvq, a Combination of Genetic Algorithms and Lvq

Juan Julián Merelo Guervós, Alberto Prieto, 1995, ICANNGA.

Ranking the Performance of Compiled and Interpreted Languages in Genetic Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Víctor Manuel Rivas Santos, 2016, IJCCI.

Steady state particle swarm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Nuno Fachada, 2019, PeerJ Comput. Sci..

Evolutionary Design of a Brain-Computer Interface

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2005, IWANN.

Opposites Attract: Complementary Phenotype Selection for Crossover in Genetic Programming

Juan Julián Merelo Guervós, Maribel García Arenas, Brad Dolin, 2002, PPSN.

Enforcing corporate security policies via computational intelligence techniques

Juan Julián Merelo Guervós, Antonio Mora García, Anna Esparcia-Alcázar, 2014, GECCO.

NectaRSS, an RSS feed ranking system that implicitly learns user preferences pdf

Juan Julián Merelo Guervós, Pedro A. Castillo, Lourdes Araujo, 2006, ArXiv.

Benchmarking Languages for Evolutionary Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Víctor Manuel Rivas Santos, 2016, EvoApplications.

Adapting evolutionary algorithms to the concurrent functional language Erlang

Juan Julián Merelo Guervós, Antonio Mora García, Paloma de las Cuevas, 2013, GECCO '13 Companion.

Soft Computing Techniques Applied to Corporate and Personal Security

Juan Julián Merelo Guervós, Pablo García-Sánchez, Paloma de las Cuevas, 2015, GECCO.

Automatic Detection of Trends in Dynamical Text: An Evolutionary Approach pdf

Juan Julián Merelo Guervós, Lourdes Araujo, 2006, ArXiv.

It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots

Juan Julián Merelo Guervós, Antonio Mora García, Maribel García Arenas, 2015, EvoApplications.

The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning

Juan Julián Merelo Guervós, Pablo García-Sánchez, Rubén Héctor García-Ortega, 2016, EvoApplications.

Population sizing of cellular evolutionary algorithms

Agostinho C. Rosa, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, 2020, Swarm Evol. Comput..

Tutorials at PPSN 2016

Per Kristian Lehre, Pietro Simone Oliveto, Dirk Sudholt, 2016, PPSN.

A Multiobjective Evolutionary Algorithm for the Linear Shelf Space Allocation Problem

Juan Julián Merelo Guervós, Ken Sharman, Anna Esparcia-Alcázar, 2008, PPSN.

Evolving Machine Microprograms: Application to the CODE2 Microarchitecture

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2008, DCAI.

Measuring the local GitHub developer community pdf

Juan Julián Merelo Guervós, Maribel García Arenas, Fernando Tricas García, 2015, ArXiv.

Scaling in distributed evolutionary algorithms with persistent population

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2012, 2012 IEEE Congress on Evolutionary Computation.

There is no fast lunch: an examination of the running speed of evolutionary algorithms in several languages pdf

Juan Julián Merelo Guervós, Pablo García-Sánchez, Mario García Valdez, 2015, ArXiv.

Enhancing Student Engagement via Reduction of Frustration with Programming Assignments using Machine Learning

Juan Julián Merelo Guervós, Mario García Valdez, Amaury Hernández-Águila, 2017, IJCCI.

Distributed Evolutionary Computation using REST pdf

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, ArXiv.

Validating a Peer-to-Peer Evolutionary Algorithm

Juan Julián Merelo Guervós, Pascal Bouvry, Sanaz Mostaghim, 2012, EvoApplications.

Statistical analysis of the main parameters involved in the design of a genetic algorithm

Héctor Pomares, Ignacio Rojas, Juan Julián Merelo Guervós, 2002, IEEE Trans. Syst. Man Cybern. Part C.

Evolving XSLT Stylesheets for Document Transformation

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2008, PPSN.

Dynamic Topologies for Particle Swarms

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2016, Trans. Comput. Collect. Intell..

Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process

Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, 2015, IWANN.

Studying the Cache Size in a Gossip-Based Evolutionary Algorithm

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2009, IDC.

Evolving the cooperative behaviour in Unreal™ bots

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2010, Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games.

Developing services in a service oriented architecture for evolutionary algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2013, GECCO.

FIFA World Cup 2010: A Network Analysis of the Champion Team Play pdf

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2011, ArXiv.

Evolved RBF Networks for Time-Series Forecasting and Function Approximation

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, 2002, PPSN.

Sólo Puede Quedar Uno: Evolución de Bots para RTS Basada en Supervivencia

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2016, CoSECivi.

Where is evolutionary computation going? A temporal analysis of the EC community

Juan Julián Merelo Guervós, Carlos Cotta, C. Cotta, 2007, Genetic Programming and Evolvable Machines.

A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2011, Inf. Sci..

The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments

Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, 2016, Trans. Comput. Collect. Intell..

Browser-based distributed evolutionary computation: performance and scaling behavior pdf

Juan Julián Merelo Guervós, Antonio Mora García, Juan Luis Jiménez Laredo, 2007, GECCO '07.

The Sandpile Mutation Operator for Genetic Algorithms

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2011, LION.

NodIO: A Framework and Architecture for Pool-based Evolutionary Computation

Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, 2016, GECCO.

Statistical analysis of the parameters of a neuro-genetic algorithm

Ignacio Rojas, Juan Julián Merelo Guervós, Alberto Prieto, 2002, IEEE Trans. Neural Networks.

A Distributed Service Oriented Framework for Metaheuristics Using a Public Standard

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2010, NICSO.

Implementation Matters: Programming Best Practices for Evolutionary Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, IWANN.

Going a Step Beyond the Black and White Lists for URL Accesses in the Enterprise by Means of Categorical Classifiers

Juan Julián Merelo Guervós, Antonio Mora García, Paloma de las Cuevas, 2014, IJCCI.

Using Evolutionary Algorithms for Server Hardening via the Moving Target Defense Technique

Juan Julián Merelo Guervós, Pedro A. Castillo, Ernesto Serrano Collado, 2020, EvoApplications.

Test Pattern Generation for Analog Circuits Using Neural Networks and Evolutive Algorithms

Juan Julián Merelo Guervós, Alberto Prieto, Julio Ortega, 1995, IWANN.

Forced Evolution in Silico by Artificial Transposons and their Genetic Operators: The John Muir Ant Problem pdf

Juan Julián Merelo Guervós, Leonid Zamdborg, Vladimir F. Levchenko, 2009, ArXiv.

Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, Applied Intelligence.

Evolving machine microprograms

Juan Julián Merelo Guervós, Alberto Prieto, Antonio Mora García, 2008, GECCO '08.

A Framework for Distributed Evolutionary Algorithms

Ben Paechter, Juan Julián Merelo Guervós, Mike Preuss, 2002, PPSN.

Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions pdf

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2009, ArXiv.

A network analysis of the 2010 FIFA world cup champion team play

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2013, J. Syst. Sci. Complex..

Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2018, IJCCI.

Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms

María José del Jesús, Juan Julián Merelo Guervós, Pedro A. Castillo, 2009, IWANN.

Evolving Bot AI in UnrealTM

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2010, EvoApplications.

Visualization of Neural Net Evolution

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2003, IWANN.

Particle swarm and population structure

Agostinho C. Rosa, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, 2018, GECCO.

Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, 2011 First International Symposium on Network Cloud Computing and Applications.

Open classroom: enhancing student achievement on artificial intelligence through an international online competition

Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Tomás de Jesús Mateo Sanguino, 2015, J. Comput. Assist. Learn..

Evolving RBF Neural Networks

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, 2001, IWANN.

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2014, PPSN.

Fireworks: Evolutionary art project based on EvoSpace-interactive

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Leonardo Trujillo, 2013, 2013 IEEE Congress on Evolutionary Computation.

Optimization of a Competitive Learning Neural Network by Genetic Algorithms

Juan Julián Merelo Guervós, Antonio Cañas, Alberto Prieto, 1993, IWANN.

How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2015, EvoApplications.

Empirical Validation of a Gossiping Communication Mechanism for Parallel EAs

Ben Paechter, Juan Julián Merelo Guervós, Antonio Mora García, 2007, EvoWorkshops.

Pool vs. Island Based Evolutionary Algorithms: An Initial Exploration

Juan Julián Merelo Guervós, Antonio Mora García, Juan Luis Jiménez Laredo, 2012, 2012 Seventh International Conference on P2P, Parallel, Grid, Cloud and Internet Computing.

Application of the Fuzzy Kohonen Clustering Network to Biological Macromolecules Images Classification

Juan Julián Merelo Guervós, José María Carazo, Alberto Pascual, 1999, IWANN.

Complex networks and evolutionary computation

Juan Julián Merelo Guervós, Carlos Cotta, 2007, GECCO '07.

Asynchronous distributed genetic algorithms with Javascript and JSON

Juan Julián Merelo Guervós, Alberto Prieto, Antonio Mora García, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

StarTroper, a film trope rating optimizer using machine learning and evolutionary algorithms

Juan Julián Merelo Guervós, Pablo García-Sánchez, Rubén Héctor García-Ortega, 2020, Expert Syst. J. Knowl. Eng..

Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2013, Intell. Data Anal..

Cloudy Distributed Evolutionary Algorithms

Juan Julián Merelo Guervós, 2016, GECCO.

Evolutionary Computation Visualization: Application to G-PROP

Juan Julián Merelo Guervós, Alberto Prieto, Maribel García Arenas, 2000, PPSN.

Improving the algorithmic efficiency and performance of channel-based evolutionary algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, 2019, GECCO.

Algorithms and structures in symbolic computing

Juan Julián Merelo Guervós, Alberto Prieto, J. C. Torres, 1985 .

Tutorials at PPSN 2018

Roman Senkerik, Per Kristian Lehre, Pietro Simone Oliveto, 2018, PPSN.

SOAP vs REST: Comparing a master-slave GA implementation pdf

Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, 2011, ArXiv.

Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks

Juan Julián Merelo Guervós, Alberto Prieto, Maribel García Arenas, 2004, EuroGP.

CHAC. A MOACO Algorithm for Computation of Bi-Criteria Military Unit Path in the Battlefield

Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Cristian Millán, 2006 .

Adapting Heuristic Mastermind Strategies to Evolutionary Algorithms

Juan Julián Merelo Guervós, Thomas Philip Runarsson, 2010, NICSO.

Exploring selection mechanisms for an agent-based distributed evolutionary algorithm

Juan Julián Merelo Guervós, A. E. Eiben, Marc Schoenauer, 2007, GECCO '07.

Designing a Simulation Model of a Self-Maintaining Cellular System

Juan Julián Merelo Guervós, Federico Morán, Kepa Ruiz-Mirazo, 1999, ECAL.

Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2010, IJCCI.

Improving genetic algorithms performance via deterministic population shrinkage

Christian Gagné, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, 2009, GECCO.

Moving target defense through evolutionary algorithms

Juan Julián Merelo Guervós, Mario García Valdez, Ernesto Serrano Collado, 2020, GECCO Companion.

Overview of PicTropes, a film trope dataset pdf

Juan Julián Merelo Guervós, Pablo García-Sánchez, Rubén Héctor García-Ortega, 2018, ArXiv.

Assessing efficiency of different evolutionary strategies playing MasterMind

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2010, Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games.

Multikulti algorithm: Using genotypic differences in adaptive distributed evolutionary algorithm migration policies

Juan Julián Merelo Guervós, Lourdes Araujo, 2009, 2009 IEEE Congress on Evolutionary Computation.

Cooperative Co-evolution of Multilayer Perceptrons

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2003, IWANN.

The L-Co-R Co-evolutionary Algorithm - A Comparative Analysis in Medium-term Time-series Forecasting Problems

Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Elisabet Parras-Gutierrez, 2018, IJCCI.

An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-organized Topology

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2013, TPNC.

A comparison of neural networks, linear controllers, genetic algorithms and simulated annealing for real time control

Leonardo Maria Reyneri, Juan Julián Merelo Guervós, Alberto Prieto, 1994, ESANN.

Revisiting Population Structure and Particle Swarm Performance

Agostinho C. Rosa, Juan Julián Merelo Guervós, Pedro A. Castillo, 2018, IJCCI.

Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back

Juan Julián Merelo Guervós, Pedro A. Castillo, Mario García Valdez, 2018, Front. Robot. AI.

Still doing evolutionary algorithms with Perl pdf

Juan Julián Merelo Guervós, J. J. M. Guervós, 2009, ArXiv.

Ephemeral Computing and Bioinspired Optimization

Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, 2015, IJCCI.

Evolution of XPath Lists for Document Data Selection

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2010, PPSN.

Who is the best connected EC researcher? pdf

Juan Julián Merelo Guervós, Carlos Cotta, C. Cotta, 2007, GECCO '07.

Designing and Evolving an Unreal TournamentTM 2004 Expert Bot

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2013, IWANN.

Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2014, Evol. Intell..

The EvoSpace Model for Pool-Based Evolutionary Algorithms

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Leonardo Trujillo, 2015, Journal of Grid Computing.

Online vs. Offline ANOVA Use on Evolutionary Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, IWANN.

A Methodology to Develop Service Oriented Evolutionary Algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2014, IDC.

Evolving Evil: optimizing flocking strategies through genetic algorithms for the ghost team in the game of Ms. Pac-Man

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2014, CoSECivi.

The sandpile mutation Genetic Algorithm: an investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions

Agostinho C. Rosa, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, 2012, Applied Intelligence.

Resource Review: A Web-Based Tour of Genetic Programming

Juan Julián Merelo Guervós, Brad Dolin, 2004, Genetic Programming and Evolvable Machines.

Characterizing Fault-Tolerance of Genetic Algorithms in Desktop Grid Systems

Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Daniel Lombraña Gonzalez, 2010, EvoCOP.

Influence of selective pressure on quality of solutions and speed of evolutionary mastermind

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2013, 2013 IEEE Symposium on Foundations of Computational Intelligence (FOCI).

Comparing Single and Multiobjective Evolutionary Approaches to the Inventory and Transportation Problem pdf

Juan Julián Merelo Guervós, Ken Sharman, Pablo García-Sánchez, 2009, ArXiv.

Impact of Protests in the Number of Smart Devices in Streets: A New Approach to Analyze Protesters Behavior

Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, 2017, Smart-CT.

Studying the Influence of the Objective Balancing Parameter in the Performance of a Multi-Objective Ant Colony Optimization Algorithm

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2010, NICSO.

An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2016, PPSN.

Designing robust volunteer-based evolutionary algorithms

Juan Julián Merelo Guervós, Pascal Bouvry, Maribel García Arenas, 2014, Genetic Programming and Evolvable Machines.

Evolutionary FSM-Based Agents for Playing Super Mario Game

Juan Julián Merelo Guervós, Antonio Mora García, Antonio J. Fernández, 2013, LION.

Diversity Through Multiculturality: Assessing Migrant Choice Policies in an Island Model

Juan Julián Merelo Guervós, Lourdes Araujo, J. J. M. Guervós, 2011, IEEE Transactions on Evolutionary Computation.

Distributed multi-objective evolutionary optimization using island-based selective operator application

Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, 2019, Appl. Soft Comput..

Implementation matters, also in concurrent evolutionary algorithms

Juan Julián Merelo Guervós, Sergio Rojas Galeano, Mario García Valdez, 2020, GECCO Companion.

Asynchronous Steady State Particle Swarm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2016, GECCO.

Free Form Evolution for Angry Birds Level Generation

Juan Julián Merelo Guervós, Antonio Mora García, José Mario García Valdez, 2019, EvoApplications.

Towards a multiobjective evolutionary approach to inventory and routing management in a retail chain

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2013, 2013 IEEE Congress on Evolutionary Computation.

SofEA: a pool-based framework for evolutionary algorithms using CouchDB

Juan Julián Merelo Guervós, Antonio Mora García, Anna Esparcia-Alcázar, 2012, GECCO '12.

Genealogical patterns in evolutionary algorithms

Agostinho C. Rosa, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, 2019, GECCO.

Particle swarm with self-organized criticality

Agostinho C. Rosa, Juan Julián Merelo Guervós, Francisco Fernández, 2012, GECCO '12.

Photo rendering with swarms: From figurative to abstract pherogenic imaging

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2013, 2013 IEEE Symposium on Computational Intelligence for Creativity and Affective Computing (CICAC).

Complex systems in sports: Introduction to the special issue

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2013, J. Syst. Sci. Complex..

Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2012, PPSN.

KohonAnts - A Self-Organizing Ant Algorithm for Clustering and Pattern Classification pdf

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2008, ALIFE.

A methodology for designing emergent literary backstories on non-player characters using genetic algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2014, GECCO.

Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2014, EvoApplications.

Pherogenic Drawings - Generating Colored 2-dimensional Abstract Representations of Sleep EEG with the KANTS Algorithm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2012, IJCCI.

A Statistical Approach to Dealing with Noisy Fitness in Evolutionary Algorithms

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2014, IJCCI.

A container-based cloud-native architecture for the reproducible execution of multi-population optimization algorithms

Juan Julián Merelo Guervós, Mario García Valdez, J. J. M. Guervós, 2021, Future Gener. Comput. Syst..

Genetic evolution of fuzzy finite state machines to control bots in a first-person shooter game

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2010, GECCO '10.

Low or no cost distributed evolutionary computation

Juan Julián Merelo Guervós, J. J. M. Guervós, 2014, Annual Conference on Genetic and Evolutionary Computation.

Influence of parameters on the performance of a MOACO algorithm for solving the bi-criteria military path-finding problem

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2014, EvoApplications.

Scaling in Concurrent Evolutionary Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, 2019, WEA.

Comparing multiobjective evolutionary ensembles for minimizing type I and II errors for bankruptcy prediction

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm

Juan Julián Merelo Guervós, Alberto Prieto, Jesús González, 1999, GECCO.

Genotypic differences and migration policies in an island model

Juan Julián Merelo Guervós, Lourdes Araujo, Carlos Cotta, 2009, GECCO.

Evolving Multilayer Perceptrons

Juan Julián Merelo Guervós, Alberto Prieto, Pedro Ángel Castillo Valdivieso, 2000, Neural Processing Letters.

Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

Self-organized criticality in code repositories

Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, 2017, ECAL.

Computing Minimal Siphons in Petri Net Models of Resource Allocation Systems: An Evolutionary Approach

Juan Julián Merelo Guervós, José Manuel Colom, Fernando Tricas García, 2014, PNSE @ Petri Nets.

Modelling a Human-Like Bot in a First Person Shooter Game

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Pablo García-Sánchez, 2015, Int. J. Creative Interfaces Comput. Graph..

Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2007, Inf. Sci..

A Hybrid Fuzzy Genetic Algorithm for an Adaptive Traffic Signal System

Juan Julián Merelo Guervós, Antonio Mora García, María N. Moreno García, 2015, Adv. Fuzzy Syst..

Proteinotopic feature maps

Juan Julián Merelo Guervós, Alberto Prieto, Federico Morán, 1994, Neurocomputing.

Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art

Juan Julián Merelo Guervós, Pablo García-Sánchez, Ana Belén Pelegrina Ortiz, 2016, IJCCI.

Exploring population structures for locally concurrent and massively parallel Evolutionary Algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Leonardo Trujillo, 2013, EvoApplications.

Self-adaptive Gossip Policies for Distributed Population-based Algorithms pdf

Juan Julián Merelo Guervós, Pedro A. Castillo, A. E. Eiben, 2007, ArXiv.

A GA-optimized Neural Network for Classification of Biological Particles from Electron-Microscopy Images

Juan Julián Merelo Guervós, Alberto Prieto, Federico Morán, 1997, IWANN.

Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Optimizing worst-case scenario in evolutionary solutions to the MasterMind puzzle

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

A SOM and GP Tool for Reducing the Dimensionality of a Financial Distress Prediction Problem

Juan Julián Merelo Guervós, Antonio Mora García, Anna Esparcia-Alcázar, 2008, EvoWorkshops.

Service oriented evolutionary algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, 2013, Soft Comput..

Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, 1999, IWANN.

Early Prediction of the Winner in StarCraft Matches

Juan Julián Merelo Guervós, Pablo García-Sánchez, Antonio Álvarez-Caballero, 2017, IJCCI.

Bioinspired Algorithms in Complex Ephemeral Environments

Juan Julián Merelo Guervós, Carlos Cotta, Francisco Fernández de Vega, 2018, Future Gener. Comput. Syst..

Evolving two-dimensional fuzzy systems

Ignacio Rojas, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, 2003, Fuzzy Sets Syst..

An evolutionary approach to integrated inventory and routing management in a real world case

Juan Julián Merelo Guervós, Ken Sharman, Pablo García-Sánchez, 2010, IEEE Congress on Evolutionary Computation.

An Event-Based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms

Juan Julián Merelo Guervós, José Mario García Valdez, Erick Minguela, 2020, EvoApplications.

Automatic Classification of Biological Particles from Electron-microscopy Images Using Conventional and Genetic-algorithm Optimized Learning Vector Quantization

Juan Julián Merelo Guervós, Alberto Prieto, Federico Morán, 1998, Neural Processing Letters.

Applying Genetic Algorithms for the Improvement of an Autonomous Fuzzy Driver for Simulated Car Racing

Juan Julián Merelo Guervós, Mohammed Salem, Antonio Mora García, 2018, IPMU.

Evolvable Agents: A Framework for Peer-to-Peer Evolutionary Algorithms

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Juan Luis Jiménez Laredo, 2010, Parallel and Distributed Computational Intelligence.

Particle Swarm Optimization with Dynamic Topology and Conservation of Evaluations

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2014, IJCCI.

Unreliable Heterogeneous Workers in a Pool-Based Evolutionary Algorithm

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Mario García Valdez, 2014, EvoApplications.

hCHAC: A family of MOACO algorithms for the resolution of the bi-criteria military unit pathfinding problem

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2013, Comput. Oper. Res..

Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms

Juan Julián Merelo Guervós, Thomas Philip Runarsson, 2010, EvoApplications.

Specifying Evolutionary Algorithms in XML

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2003, IWANN.

Time series forecasting using evolutionary neural nets implemented in a volunteer computing system

Juan Julián Merelo Guervós, Maribel García Arenas, Víctor Manuel Rivas Santos, 2017, Intell. Syst. Account. Finance Manag..

A study on time-varying partially connected topologies for the particle swarm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2013, 2013 IEEE Congress on Evolutionary Computation.

Automatic detection of trends in time-stamped sequences: an evolutionary approach

Juan Julián Merelo Guervós, Lourdes Araujo, J. J. M. Guervós, 2009, Soft Comput..

An Object-Oriented Library in JavaScript to Build Modular and Flexible Cross-Platform Evolutionary Algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Maribel García Arenas, 2014, EvoApplications.

Balancing safety and speed in the military path finding problem: analysis of different ACO algorithms

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2007, GECCO '07.

Comparing Wireless Traffic Tracking with Regular Traffic Control Systems for the Detection of Congestions in Streets

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2016, Smart-CT.

Distributed evolutionary computation for fun and profit

Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, 2007, GECCO '07.

A search for scalable evolutionary solutions to the game of MasterMind

Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, 2013, 2013 IEEE Congress on Evolutionary Computation.

Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone

Juan Julián Merelo Guervós, Giovanni Squillero, Alberto Paolo Tonda, 2018, Knowl. Based Syst..

Improving and Scaling Evolutionary Approaches to the MasterMind Problem

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2011, EvoApplications.

Proceedings of the 7th International Conference on Parallel Problem Solving from Nature

Juan Julián Merelo Guervós, Hans-Georg Beyer, José Luis Fernández-Villacañas Martín, 1996 .

Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Lourdes Araujo, 2008, PPSN.

NodIO, a JavaScript framework for volunteer-based evolutionary algorithms : first results pdf

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Pablo García-Sánchez, 2016, ArXiv.

Corporate security solutions for BYOD: A novel user-centric and self-adaptive system

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2015, Comput. Commun..

Optimizing Strategy Parameters in a Game Bot

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2011, IWANN.

Finding an Evolutionary Solution to the Game of Mastermind with Good Scaling Behavior

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2013, LION.

Conference Paper Assignment Using a Combined Greedy/Evolutionary Algorithm

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, 2004, PPSN.

Fluid evolutionary algorithms

Juan Julián Merelo Guervós, 2010, IEEE Congress on Evolutionary Computation.

Evolving RBF neural networks for time-series forecasting with EvRBF

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2004, Inf. Sci..

Optimizing Web Page Layout Using an Annealed Genetic Algorithm as Client-Side Script

Juan Julián Merelo Guervós, Jesús González Peñalver, J. J. M. Guervós, 1998, PPSN.

Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization

Juan Julián Merelo Guervós, Pedro A. Castillo, Lourdes Araujo, 2009, 2009 17th Euromicro International Conference on Parallel, Distributed and Network-based Processing.

KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2014, IEEE Transactions on Cybernetics.

MUSES D9.5 Communication Action Plan and Activities - 1st Year

Marc Busch, Juan Julián Merelo Guervós, Walid Maalej, 2013 .

Cloudy distributed evolutionary computation

Juan Julián Merelo Guervós, 2018, GECCO.

Co-Evolutionary Optimization of Autonomous Agents in a Real-Time Strategy Game

Juan Julián Merelo Guervós, Antonio Mora García, Maribel García Arenas, 2014, EvoApplications.

Genetic Algorithm Visualization Using Self-organizing Maps

Juan Julián Merelo Guervós, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, 2002, PPSN.

Evolvable agents, a fine grained approach for distributed evolutionary computing: walking towards the peer-to-peer computing frontiers

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2008, Soft Comput..

Finding Self-organized Criticality in Collaborative Work via Repository Mining

Juan Julián Merelo Guervós, Pedro A. Castillo, Mario García Valdez, 2017, IWANN.

EvAg: a scalable peer-to-peer evolutionary algorithm

Juan Julián Merelo Guervós, A. E. Eiben, Juan Luis Jiménez Laredo, 2010, Genetic Programming and Evolvable Machines.

Web newspaper layout optimization using simulated annealing

Héctor Pomares, Ignacio Rojas, Juan Julián Merelo Guervós, 2002, IEEE Trans. Syst. Man Cybern. Part B.

Statistical analysis of the parameters of the simulated annealing algorithm

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2010, IEEE Congress on Evolutionary Computation.

Introducing an Event-Based Architecture for Concurrent and Distributed Evolutionary Algorithms

Juan Julián Merelo Guervós, José Mario García Valdez, J. J. M. Guervós, 2018, PPSN.

Resilience to churn of a peer-to-peer evolutionary algorithm

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2008, Int. J. High Perform. Syst. Archit..

An Improved Decision System for URL Accesses Based on a Rough Feature Selection Technique

Juan Julián Merelo Guervós, Antonio Mora García, Zeineb Chelly, 2016, Recent Advances in Computational Intelligence in Defense and Security.

A novel representation of genomic sequences for taxonomic clustering and visualization by means of self-organizing maps

Juan Julián Merelo Guervós, Soledad Delgado, Federico Morán, 2015, Bioinform..

Partially connected topologies for particle swarm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2013, GECCO.

Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm

Juan Julián Merelo Guervós, Alberto Prieto, Maribel García Arenas, 2005, IWANN.

Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2012, GECCO '12.

Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification

María José del Jesús, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, 2009, IWANN.

Evolvable Agents in Static and Dynamic Optimization Problems

Agostinho C. Rosa, Juan Julián Merelo Guervós, Pedro A. Castillo, 2008, PPSN.

Visualizing the evolution of a web-based social network

Juan Julián Merelo Guervós, Alberto Prieto, Antonio Mora García, 2008, J. Netw. Comput. Appl..

Speeding Up Evaluation of Structures for the Angry Birds Game

Juan Julián Merelo Guervós, Antonio Mora García, Mario García Valdez, 2019, IJCCI.

An Ant-Based Rule for UMDA's Update Strategy

Agostinho C. Rosa, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, 2009, ECAL.

Concurrency in evolutionary algorithms

Juan Julián Merelo Guervós, 2019, GECCO.

Using Student Conferences to Increase Participation in the Classroom: A Case Study

Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, 2012, IEEE Transactions on Education.

Multiobjective genetic programming approach for a smooth modeling of the release kinetics of a pheromone dispenser

Juan Julián Merelo Guervós, Anna Esparcia-Alcázar, Eva Alfaro-Cid, 2009, GECCO '09.

Artificial life, complex systems and cloud computing: a short review pdf

Juan Julián Merelo Guervós, 2017, ArXiv.

Solving Master Mind Using GAs and Simulated Annealing: A Case of Dynamic Constraint Optimization

Juan Julián Merelo Guervós, Alberto Prieto, José Luis Bernier, 1996, PPSN.

Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2017, Future Gener. Comput. Syst..

Low or no cost distributed evolutionary computation

Juan Julián Merelo Guervós, 2015, GECCO.

Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces

Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, 2016, EvoApplications.

Validating design choices in a pool-based distributed evolutionary algorithms architecture

Juan Julián Merelo Guervós, Antonio Mora García, Anna Esparcia-Alcázar, 2012, GECCO '12.

Increasing Performance via Gamification in a Volunteer-Based Evolutionary Computation System

Juan Julián Merelo Guervós, Pablo García-Sánchez, Mario García Valdez, 2018, IPMU.

Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, LION.

Applying support vector machines and mutual information to book losses prediction

Ignacio Rojas, Juan Julián Merelo Guervós, Luis Javier Herrera, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Designing competitive bots for a real time strategy game using genetic programming

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2014, CoSECivi.

Delivering diverse web server configuration in a moving target defense using evolutionary algorithms

Juan Julián Merelo Guervós, Mario García Valdez, Ernesto Serrano Collado, 2020, GECCO Companion.

Algorithm::Evolutionary, a flexible Perl module for evolutionary computation

Enrique Alba, Juan Julián Merelo Guervós, Pedro A. Castillo, 2010, Soft Comput..

Application Areas of Ephemeral Computing: A Survey

Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, 2016, Trans. Comput. Collect. Intell..

Going Stateless in Concurrent Evolutionary Algorithms

Juan Julián Merelo Guervós, José Mario García Valdez, 2018, WEA.

Dealing with Noisy Fitness in the Design of a RTS Game Bot

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2012, EvoApplications.

Is there a free lunch for cloud-based evolutionary algorithms?

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Leonardo Trujillo, 2013, 2013 IEEE Congress on Evolutionary Computation.

Designing and testing a pool-based evolutionary algorithm

Juan Julián Merelo Guervós, Antonio Mora García, Anna Esparcia-Alcázar, 2012, Natural Computing.

MultiKulti Algorithm: Migrating the Most Different Genotypes in an Island Model pdf

Juan Julián Merelo Guervós, Lourdes Araujo, Carlos Cotta, 2008, ArXiv.

The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers

Hossam Faris, Juan Julián Merelo Guervós, Pedro A. Castillo, 2018, IJCCI.

There is noisy lunch: A study of noise in evolutionary optimization problems

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2015, 2015 7th International Joint Conference on Computational Intelligence (IJCCI).

Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment

Hossam Faris, Juan Julián Merelo Guervós, Pedro A. Castillo, 2017, Knowl. Based Syst..

Improving evolution of service configurations for moving target defense

Juan Julián Merelo Guervós, Mario García Valdez, Ernesto Serrano Collado, 2020, CEC.

MUSES: a corporate user-centric system which applies computational intelligence methods

Juan Julián Merelo Guervós, Antonio Mora García, Anna Esparcia-Alcázar, 2014, SAC.

Studying and Tackling Noisy Fitness in Evolutionary Design of Game Characters

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2014, IJCCI.

RedDwarfData: a simplified dataset of StarCraft matches pdf

Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Pablo García-Sánchez, 2017, ArXiv.

Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks

Juan Julián Merelo Guervós, Antonio Mora García, Pedro Ángel Castillo Valdivieso, 2008, GECCO '08.

Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Leonardo Trujillo, 2014, PPSN.

Modeling Pheromone Dispensers Using Genetic Programming

Juan Julián Merelo Guervós, Ken Sharman, Anna Esparcia-Alcázar, 2009, EvoWorkshops.

Self-Organized Stigmergic Document Maps: Environment as a Mechanism for Context Learning pdf

Juan Julián Merelo Guervós, Vitorino Ramos, J. J. M. Guervós, 2004, ArXiv.

Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos Cotta, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Assessing different architectures for evolutionary algorithms in javascript

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2014, GECCO.

SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing

Juan Julián Merelo Guervós, Jesús González, Pedro Ángel Castillo Valdivieso, 1999, IWANN.

Beating uncertainty in racing bot evolution through enhanced exploration and pole position selection

Juan Julián Merelo Guervós, Antonio Mora García, Mohammed Salem, 2019, 2019 IEEE Conference on Games (CoG).

From pherographia to color pherographia: Color sketching with artificial ants

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers

Juan Julián Merelo Guervós, A. E. Eiben, Pablo García-Sánchez, 2012, EvoApplications.

Evolving a TORCS Modular Fuzzy Driver Using Genetic Algorithms

Juan Julián Merelo Guervós, Mohammed Salem, Antonio Mora García, 2018, EvoApplications.

EvoloPy: An Open-source Nature-inspired Optimization Framework in Python

Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, 2016, IJCCI.

Entropy-Driven Evolutionary Approaches to the Mastermind Problem

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2010, PPSN.

Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions

Agostinho C. Rosa, Juan Julián Merelo Guervós, Carlos M. Fernandes, 2010, IJCCI.

Optimization of web newspaper layout in real time

Héctor Pomares, Ignacio Rojas, Juan Julián Merelo Guervós, 2001, Comput. Networks.

Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2017, Entertain. Comput..

Beyond source code: The importance of other artifacts in software development (a case study)

Juan Julián Merelo Guervós, Jesús M. González-Barahona, Gregorio Robles, 2006, J. Syst. Softw..

hCHAC-4, an ACO Algorithm for Solving the Four-Criteria Military Path-finding Problem

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2007, NICSO.

Pool-Based Distributed Evolutionary Algorithms Using an Object Database

Juan Julián Merelo Guervós, Antonio Mora García, Anna Esparcia-Alcázar, 2012, EvoApplications.

Who is the best connected EC researcher? Centrality analysis of the complex network of authors in evolutionary computation

Juan Julián Merelo Guervós, Carlos Cotta, 2007 .

KANTS: Artifical Ant System for Classification

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2008, ANTS Conference.

Automatic Rule Extraction from Access Rules Using Genetic Programming

Juan Julián Merelo Guervós, Maribel García Arenas, Pablo García-Sánchez, 2020, EvoApplications.

Comparing Heterogeneous and Homogeneous Flocking Strategies for the Ghost Team in the Game of Ms. Pac-Man

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2016, IEEE Transactions on Computational Intelligence and AI in Games.

Migration study on a pareto-based island model for MOACOs

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2013, GECCO '13.

Evolving the Strategies of Agents for the ANTS Game

Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García, 2013, IWANN.

From ephemeral computing to deep bioinspired algorithms: New trends and applications

Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, 2018, Future Gener. Comput. Syst..

Cybersecurity and honeypots: Experience in a scientific network infrastructure

Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Pablo García-Sánchez, 2015, 2015 7th International Joint Conference on Computational Intelligence (IJCCI).

EvoSpace-Interactive: A Framework to Develop Distributed Collaborative-Interactive Evolutionary Algorithms for Artistic Design

Juan Julián Merelo Guervós, Francisco Fernández de Vega, Leonardo Trujillo, 2013, EvoMUSART.

An open source implementation of an intuitionistic fuzzy inference system in Clojure

Juan Julián Merelo Guervós, Oscar Castillo, Mario García Valdez, 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

The Art of Programming Evolutionary Algorithms

Juan Julián Merelo Guervós, 2013, IJCCI.

Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters

Juan Julián Merelo Guervós, Antonio Mora García, Maribel García Arenas, 2016, Appl. Soft Comput..

Temporal evolution of notoriety of Wikipedia pages with origin in social networks pdf

Juan Julián Merelo Guervós, Elena Merelo-Molina, 2017, ArXiv.

A modern, event-based architecture for distributed evolutionary algorithms

Juan Julián Merelo Guervós, José Mario García Valdez, 2018, GECCO.

Adaptive bots for real-time strategy games via map characterization

Juan Julián Merelo Guervós, Antonio Mora García, Pablo García-Sánchez, 2012, 2012 IEEE Conference on Computational Intelligence and Games (CIG).

Improving evolutionary solutions to the game of mastermind using an entropy-based scoring method

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2013, GECCO '13.

Analyzing a Web-Based Social Network Using Kohonen's SOM

Juan Julián Merelo Guervós, Alberto Prieto, Fernando Tricas García, 2007, IWANN.

Exploring Concurrent and Stateless Evolutionary Algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, 2019, EvoApplications.

A comparison of implementations of basic evolutionary algorithm operations in different languages

Juan Julián Merelo Guervós, Pedro A. Castillo, Víctor Manuel Rivas Santos, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

A genetic algorithm for dynamic modelling and prediction of activity in document streams

Juan Julián Merelo Guervós, Lourdes Araujo, 2007, GECCO '07.

Using free cloud storage services for distributed evolutionary algorithms

Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, 2011, GECCO '11.

A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile

Agostinho C. Rosa, Juan Julián Merelo Guervós, Antonio Mora García, 2011, EvoApplications.

Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies

Alberto Guillén, Juan Julián Merelo Guervós, Pedro A. Castillo, 2021, Interacción.

Event-Driven Multi-algorithm Optimization: Mixing Swarm and Evolutionary Strategies

Juan Julián Merelo Guervós, Mario García Valdez, 2021, EvoApplications.

Can Communication Topology Improve a Multi-swarm PSO Algorithms?

Juan Julián Merelo Guervós, Mario García-Valdez, José Guzmán, 2021, WEA.

Agile (data) science: a (draft) manifesto pdf

Juan Julián Merelo Guervós, 2021, ArXiv.