Janez Brest

发表

Some Improvements of the Self-Adaptive jDE Algorithm

Janez Brest, Ales Zamuda, Iztok Fister, 2014, 2014 IEEE Symposium on Differential Evolution (SDE).

Large scale global optimization using self-adaptive differential evolution algorithm

Janez Brest, Ales Zamuda, Iztok Fister, 2010, IEEE Congress on Evolutionary Computation.

A Differential Evolution for the Tuning of a Chess Evaluation Function

Janez Brest, Borko Boskovic, Viljem Zumer, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Large Scale Global Optimization using Differential Evolution with self-adaptation and cooperative co-evolution

Janez Brest, Ales Zamuda, Borko Boskovic, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Differential evolution for parameterized procedural woody plant models reconstruction

Janez Brest, Ales Zamuda, Borko Boskovic, 2011, Appl. Soft Comput..

Self-adaptive differential evolution algorithm with a small and varying population size

Janez Brest, Ales Zamuda, Iztok Fister, 2012, 2012 IEEE Congress on Evolutionary Computation.

A study of chaotic maps in differential evolution applied to gray-level image thresholding

Janez Brest, Iztok Fister, Uros Mlakar, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Tuning Chess Evaluation Function Parameters using Differential Evolution Algorithm

Janez Brest, Borko Boskovic, 2011, Informatica.

A Heuristic for the Asymmetric Traveling Salesman Problem

Janez Brest, 2005 .

Hybridization of Evolutionary Algorithms pdf

Janez Brest, Iztok Fister, Marjan Mernik, 2011, ArXiv.

Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges

Janez Brest, Ales Zamuda, J. Brest, 2012, ICAISC.

Analysis of randomisation methods in swarm intelligence

Janez Brest, Iztok Fister, Xin-She Yang, 2015, Int. J. Bio Inspired Comput..

Integration of complexity metrics with the use of decision trees

Vili Podgorelec, Janez Brest, Peter Kokol, 1998 .

Constrained Real-Parameter Optimization with ε -Self-Adaptive Differential Evolution

Janez Brest, J. Brest, 2009 .

Software complexity metric with the critical value

Janez Brest, P. Kokol, 1997, 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation.

Modified bat algorithm with quaternion representation

Janez Brest, Iztok Fister, Xin-She Yang, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

An Analysis of the Control Parameters’ Adaptation in DE

Janez Brest, Borko Boskovic, Aleš Zamuda, 2008 .

Software complexityan alternative view

Janez Brest, Peter Kokol, Viljem Zumer, 1996 .

Modified firefly algorithm using quaternion representation

Janez Brest, Iztok Fister, Xin-She Yang, 2013, Expert Syst. Appl..

Performance tuning of Java EE application servers with multi-objective differential evolution

Janez Brest, Borko Boskovic, Marko Lesnik, 2013, 2013 IEEE Symposium on Differential Evolution (SDE).

Adaptation in the Differential Evolution

Janez Brest, Borko Boskovic, Aleš Zamuda, 2015 .

SELF-ADAPTIVE DIFFERENTIAL EVOLUTION WITH SQP LOCAL SEARCH

Janez Brest, Borko Boskovic, Aleš Zamuda, 2008 .

Tree model reconstruction innovization using multi-objective differential evolution

Janez Brest, Ales Zamuda, J. Brest, 2012, 2012 IEEE Congress on Evolutionary Computation.

Multi-Objective Differential Evolution for feature selection in Facial Expression Recognition systems

Janez Brest, Iztok Fister, Uros Mlakar, 2017, Expert Syst. Appl..

Web information system based on open source technologies

Janez Brest, Borko Boskovic, Viljem Zumer, 2003, Proceedings of the 25th International Conference on Information Technology Interfaces, 2003. ITI 2003..

History mechanism supported differential evolution for chess evaluation function tuning

Janez Brest, Ales Zamuda, Borko Boskovic, 2010, Soft Comput..

An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program

Janez Brest, Borko Boskovic, Aleš Zamuda, 2008 .

The 100-Digit Challenge: Algorithm jDE100

Janez Brest, Mirjam Sepesy Maučec, Borko Bošković, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Single objective real-parameter optimization: Algorithm jSO

Janez Brest, Borko Boskovic, Mirjam Sepesy Maucec, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

In Searching of Long Skew-symmetric Binary Sequences with High Merit Factors pdf

Janez Brest, Borko Boskovic, 2020, ArXiv.

Post hoc analysis of sport performance with differential evolution

Janez Brest, Iztok Fister, Dušan Fister, 2018, Neural Computing and Applications.

Software complexity-an alternative view

Janez Brest, Peter Kokol, Viljem Zumer, 1996, 1996 IEEE International Conference on Systems, Man and Cybernetics. Information Intelligence and Systems (Cat. No.96CH35929).

Fractal structure of random programs

Janez Brest, Peter Kokol, 1998, SIGP.

Making up for the deficit in a marathon run pdf

Janez Brest, Iztok Fister, Suash Deb, 2017, ISMSI '17.

High-dimensional real-parameter optimization using Self-Adaptive Differential Evolution algorithm with population size reduction

Janez Brest, Ales Zamuda, Borko Boskovic, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Self-adaptive differential evolution algorithm using population size reduction and three strategies

Janez Brest, Mirjam Sepesy Maucec, J. Brest, 2011, Soft Comput..

Editorial of the special issue on differential evolution

Janez Brest, Ferrante Neri, 2019, Swarm Evol. Comput..

Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies

Janez Brest, Ales Zamuda, Iztok Fister, 2013, 2013 IEEE Congress on Evolutionary Computation.

Using Data-Driven Subword Units in Language Model of Highly Inflective Slovenian Language

Janez Brest, Mirjam Sepesy Maucec, Tomaz Rotovnik, 2009, Int. J. Pattern Recognit. Artif. Intell..

Power of heterogeneous computing as a vehicle for implementing E3 medical decision support systems

Vili Podgorelec, Janez Brest, Peter Kokol, 2000, Int. J. Medical Informatics.

Two-phase protein folding optimization on a three-dimensional AB off-lattice model

Janez Brest, Borko Boskovic, J. Brest, 2019, Swarm Evol. Comput..

Low-autocorrelation binary sequences: On improved merit factors and runtime predictions to achieve them

Janez Brest, Borko Boskovic, Franc Brglez, 2014, Appl. Soft Comput..

Reduction of Morpho-Syntactic Features in Statistical Machine Translation of Highly Inflective Language

Janez Brest, Mirjam Sepesy Maucec, 2010, Informatica.

A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring pdf

Janez Brest, Iztok Fister, 2012, ICAISC.

Environmental framework to visualize emergent artificial forest ecosystems

Janez Brest, Ales Zamuda, J. Brest, 2013, Inf. Sci..

A novel self-adaptive differential evolution for feature selection using threshold mechanism

Janez Brest, Iztok Fister, Dusan Fister, 2018, 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

Population Size in Differential Evolution

Janez Brest, Borko Boskovic, Amina Alic, 2019, SEMCCO/FANCCO.

Advanced Evolutionary Algorithms in Data Mining

Janez Brest, J. Brest, 2015 .

Using differential evolution for the graph coloring

Janez Brest, Iztok Fister, Iztok Fister, 2011, 2011 IEEE Symposium on Differential Evolution (SDE).

Clustering and differential evolution for multimodal optimization

Janez Brest, Borko Boskovic, J. Brest, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice

Janez Brest, Borko Boskovic, 2016, Appl. Soft Comput..

Memetic artificial bee colony algorithm for large-scale global optimization

Janez Brest, Iztok Fister, Viljem Zumer, 2012, 2012 IEEE Congress on Evolutionary Computation.

A Novel Hybrid Self-Adaptive Bat Algorithm

Simon Fong, Janez Brest, Iztok Fister, 2014, TheScientificWorldJournal.

Two-level protein folding optimization on a three-dimensional AB off-lattice model pdf

Janez Brest, Borko Boskovic, J. Brest, 2019, ArXiv.

Population Size Reduction in Particle Swarm Optimization Using Product Graphs

Janez Brest, Iztok Fister, Aleksandra Tepeh, 2015, MENDEL.

Security issues in information systems based on open-source technologies

Janez Brest, Borko Boskovic, Viljem Zumer, 2003, The IEEE Region 8 EUROCON 2003. Computer as a Tool..

Protein Folding Optimization using Differential Evolution Extended with Local Search and Component Reinitialization pdf

Janez Brest, Borko Boskovic, J. Brest, 2017, Inf. Sci..

A hybrid differential evolution for optimal multilevel image thresholding

Janez Brest, Božidar Potočnik, Uroš Mlakar, 2016, Expert Syst. Appl..

Adaptation of Sport Training Plans by Swarm Intelligence

Janez Brest, Iztok Fister, Eneko Osaba, 2017, MENDEL.

Constrained real-parameter optimization using a Differential Evolution algorithm

Janez Brest, Ales Zamuda, Iztok Fister, 2011, 2011 IEEE Symposium on Differential Evolution (SDE).

Performance comparison of self-adaptive and adaptive differential evolution algorithms

Janez Brest, Borko Boskovic, Mirjam Sepesy Maucec, 2007, Soft Comput..

Z0 - a tiny experimental language

Janez Brest, Viljem Zumer, Saso Greiner, 2005, SIGP.

A Brief Review of Nature-Inspired Algorithms for Optimization pdf

Janez Brest, Iztok Fister, Xin-She Yang, 2013, ArXiv.

Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization

Janez Brest, Mirjam Sepesy Maucec, Viljem Zumer, 2006, 2006 IEEE International Conference on Evolutionary Computation.

PROMIS: a software metrics tool generator

Janez Brest, Peter Kokol, Viljem Zumer, 1995, SIGP.

A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates

Janez Brest, Goran Martinovic, Drazen Bajer, 2016, Expert Syst. Appl..

Zero - a blend of static typing and dynamic metaprogramming

Janez Brest, Viljem Zumer, Saso Greiner, 2009, Comput. Lang. Syst. Struct..

The usage of differential evolution in a statistical machine translation

Janez Brest, Borko Boskovic, Mirjam Sepesy Maucec, 2014, 2014 IEEE Symposium on Differential Evolution (SDE).

A performance evaluation of list scheduling heuristics for task graphs without communication costs

Janez Brest, Viljem Zumer, 2000, Proceedings 2000. International Workshop on Parallel Processing.

Software complexity—an alternative view

Janez Brest, Peter Kokol, Viljem Zumer, 1996, SIGP.

Dynamic optimization using Self-Adaptive Differential Evolution

Janez Brest, Ales Zamuda, Borko Boskovic, 2009, 2009 IEEE Congress on Evolutionary Computation.

Proceedings of the 10th conference on Computer based medical systems

Janez Brest, Peter Kokol, Bruno Stiglic, 1997 .

Evaluation of World Wide Web Sites Using Neural Networks and Fractal Metrics

Vili Podgorelec, Janez Brest, Peter Kokol, 1998, NC.

Hybrid Multi-objective PSO for Filter-Based Feature Selection

Janez Brest, Iztok Fister, Uros Mlakar, 2017, MENDEL.

Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization

Janez Brest, Ales Zamuda, Borko Boskovic, 2009, 2009 IEEE Congress on Evolutionary Computation.

Design and implementation of domain-specific language easytime

Janez Brest, Iztok Fister, Marjan Mernik, 2011, Comput. Lang. Syst. Struct..

Differential evolution for multiobjective optimization with self adaptation

Janez Brest, Ales Zamuda, Borko Boskovic, 2007, 2007 IEEE Congress on Evolutionary Computation.

On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design

Janez Brest, Aleš Zamuda, 2018, 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP).

Framework for planning the training sessions in triathlon

Janez Brest, Iztok Fister, Andrés Iglesias, 2018, GECCO.

Improving Statistical Machine Translation Quality Using Differential Evolution

Janez Brest, Borko Boskovic, Mirjam Sepesy Maucec, 2019, Informatica.

Dynamic Scheduling on a Network Heterogeneous Computer System

Janez Brest, Viljem Zumer, Milan Ojstersek, 1999, ACPC.

A review of the recent use of Differential Evolution for Large-Scale Global Optimization: An analysis of selected algorithms on the CEC 2013 LSGO benchmark suite

Janez Brest, Mirjam Sepesy Maučec, J. Brest, 2019, Swarm Evol. Comput..

On asymptotic complexity of the optimum Golomb ruler problem: From established stochastic methods to self-avoiding walks

Janez Brest, Borko Boskovic, Franc Brglez, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Slavic languages in phrase-based statistical machine translation: a survey

Janez Brest, Mirjam Sepesy Maucec, 2017, Artificial Intelligence Review.

Statistical Machine Translation from Slovenian to English Using Reduced Morphology

Janez Brest, Mirjam Sepesy Maucec, J. Brest, 2009, LTC.

A Heuristic Algorithm for the Static Scheduling on Multiprocessors

Janez Brest, Viljem Zumer, 2003, Applied Informatics.

Towards the Novel Reasoning among Particles in PSO by the Use of RDF and SPARQL

Janez Brest, Iztok Fister, Xin-She Yang, 2014, TheScientificWorldJournal.

An improved self-adaptive differential evolution algorithm in single objective constrained real-parameter optimization

Janez Brest, Borko Boskovic, Viljem Zumer, 2010, IEEE Congress on Evolutionary Computation.

Wrapper-Based Feature Selection Using Self-adaptive Differential Evolution

Janez Brest, Iztok Fister, Dusan Fister, 2019, SEMCCO/FANCCO.

Low-Autocorrelation Binary Sequences: on the Performance of Memetic-Tabu and Self-Avoiding Walk Solvers pdf

Janez Brest, Borko Boskovic, Franc Brglez, 2014, ArXiv.

Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization

Janez Brest, Ales Zamuda, Efrén Mezura-Montes, 2013, 2013 IEEE Congress on Evolutionary Computation.

Dynamic scheduling on a PC cluster

Janez Brest, Viljem Zumer, Milan Ojstersek, 1999, SAC '99.

Towards the universal framework of stochastic nature-inspired population-based algorithms

Janez Brest, Iztok Fister, Uros Mlakar, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Differential Evolution Algorithm for Single Objective Bound-Constrained Optimization: Algorithm j2020

Janez Brest, Mirjam Sepesy Maučec, Borko Bošković, 2020, 2020 IEEE Congress on Evolutionary Computation (CEC).

Fractal Program Metrics: A New Way To Measure The Characteristics Of Computer Programs

Janez Brest, P. Kokol, Viljem Zumer, 1970 .

Differential evolution and differential ant-stigmergy on dynamic optimisation problems

Janez Brest, Ales Zamuda, Borko Boskovic, 2013, Int. J. Syst. Sci..

A sorting algorithm on a PC cluster

Janez Brest, Viljem Zumer, Aleksander Vreze, 2000, SAC '00.

A List Scheduling Heuristic for Allocating the Task Graph to Multiprocessors

Janez Brest, Viljem Zumer, 2002, Informatica.

iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization

Janez Brest, Borko Boskovic, Mirjam Sepesy Maucec, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Population size reduction for the differential evolution algorithm

Janez Brest, Mirjam Sepesy Maucec, J. Brest, 2008, Applied Intelligence.

A Simple Method for Dynamic Scheduling in a Heterogeneous Computing System

Janez Brest, Viljem Žumer, 2002 .

Differential Evolution with Self-Adaptation

Janez Brest, 2009, Encyclopedia of Artificial Intelligence.

Comparing various regression methods on ensemble strategies in differential evolution pdf

Janez Brest, Iztok Fister, Iztok Fister, 2013, ArXiv.

TOWARDS THE SELF-ADAPTATION OF THE BAT ALGORITHM

Simon Fong, Janez Brest, Iztok Fister, 2014 .

Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems

Janez Brest, Borko Boskovic, Viljem Zumer, 2006, IEEE Transactions on Evolutionary Computation.

Comparison of clustering optimization for classification with PSO algorithms

Janez Brest, Iztok Fister, Borko Boskovic, 2019 .

Deep Analytics Based on Triathlon Athletes' Blogs and News

Janez Brest, Iztok Fister, Dusan Fister, 2017, MENDEL.

A comprehensive review of firefly algorithms

Janez Brest, Iztok Fister, Xin-She Yang, 2013, Swarm Evol. Comput..

Power of Heterogeneous Computing as a Vehicle for Implementing E$^{\3}$ Medical Decision Support Systems

Vili Podgorelec, Janez Brest, Peter Kokol, 1999, MIE.

Self-adaptive control parameters' randomization frequency and propagations in differential evolution

Janez Brest, Ales Zamuda, J. Brest, 2015, Swarm Evol. Comput..

Improved Differential Evolution for Large-Scale Black-Box Optimization

Janez Brest, Mirjam Sepesy Maučec, Borko Bošković., 2018, IEEE Access.

Vectorized procedural models for animated trees reconstruction using differential evolution

Janez Brest, Ales Zamuda, J. Brest, 2014, Inf. Sci..

A Heuristic Algorithm for a Low Autocorrelation Binary Sequence Problem With Odd Length and High Merit Factor

Janez Brest, Borko Bošković, J. Brest, 2018, IEEE Access.

Self-adaptive Differential Evolution Algorithm with Population Size Reduction for Single Objective Bound-Constrained Optimization: Algorithm j21

Janez Brest, Borko Boskovic, Mirjam Sepesy Maucec, 2021, 2021 IEEE Congress on Evolutionary Computation (CEC).

Low Autocorrelation Binary Sequences: Best-Known Peak Sidelobe Level Values

Janez Brest, Borko Bošković, 2021, IEEE Access.

Two-phase Optimization of Binary Sequences with Low Peak Sidelobe Level Value pdf

Janez Brest, Borko Boskovic, 2021, ArXiv.

An Approximation Algorithm for the Asymmetric Traveling Salesman Problem

Janez Brest, Janez Zerovnik, J. Žerovnik, 1998 .

Construction of Virtual Trees within Ecosystems with EcoMod Tool

Janez Brest, Aleš Zamuda, 2006 .

Memetic Self-Adaptive Firefly Algorithm

Janez Brest, Iztok Fister, Xin-She Yang, 2013 .

Differential evolution for protein folding optimization based on a three-dimensional AB off-lattice model

Janez Brest, Borko Bošković, 2016, Journal of Molecular Modeling.