Janez Brest
Orcid: 0000-0001-5864-3533
According to our database1,
Janez Brest
authored at least 102 papers
between 1995 and 2023.
Collaborative distances:
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Bibliography
2023
Analysis based on statistical distributions: A practical approach for stochastic solvers using discrete and continuous problems.
Inf. Sci., July, 2023
A Comparison of the State-of-the-Art Evolutionary Algorithms with Different Stopping Conditions.
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023
2022
CoRR, 2022
Performance Analysis of Selected Evolutionary Algorithms on Different Benchmark Functions.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022
2021
CoRR, 2021
IEEE Access, 2021
IEEE Access, 2021
Self-adaptive Differential Evolution Algorithm with Population Size Reduction for Single Objective Bound-Constrained Optimization: Algorithm j21.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Swarm Evol. Comput., 2020
Neural Comput. Appl., 2020
CoRR, 2020
Differential Evolution Algorithm for Single Objective Bound-Constrained Optimization: Algorithm j2020.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
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.
Swarm Evol. Comput., 2019
Informatica, 2019
CoRR, 2019
Artif. Intell. Rev., 2019
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Protein folding optimization using differential evolution extended with local search and component reinitialization.
Inf. Sci., 2018
IEEE Access, 2018
A Heuristic Algorithm for a Low Autocorrelation Binary Sequence Problem With Odd Length and High Merit Factor.
IEEE Access, 2018
A novel self-adaptive differential evolution for feature selection using threshold mechanism.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design.
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
2017
Multi-Objective Differential Evolution for feature selection in Facial Expression Recognition systems.
Expert Syst. Appl., 2017
Low-autocorrelation binary sequences: On improved merit factors and runtime predictions to achieve them.
Appl. Soft Comput., 2017
Proceedings of the Recent Advances in Soft Computing, 2017
Proceedings of the Recent Advances in Soft Computing, 2017
Proceedings of the Recent Advances in Soft Computing, 2017
On asymptotic complexity of the optimum Golomb ruler problem: From established stochastic methods to self-avoiding walks.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Expert Syst. Appl., 2016
A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates.
Expert Syst. Appl., 2016
Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice.
Appl. Soft Comput., 2016
A study of chaotic maps in differential evolution applied to gray-level image thresholding.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Towards the universal framework of stochastic nature-inspired population-based algorithms.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Self-adaptive control parameters' randomization frequency and propagations in differential evolution.
Swarm Evol. Comput., 2015
Int. J. Bio Inspired Comput., 2015
Proceedings of the Mendel 2015, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Vectorized procedural models for animated trees reconstruction using differential evolution.
Inf. Sci., 2014
Low-Autocorrelation Binary Sequences: on the Performance of Memetic-Tabu and Self-Avoiding Walk Solvers.
CoRR, 2014
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014
2013
Inf. Sci., 2013
Differential evolution and differential ant-stigmergy on dynamic optimisation problems.
Int. J. Syst. Sci., 2013
Comparing various regression methods on ensemble strategies in differential evolution.
CoRR, 2013
Performance tuning of Java EE application servers with multi-objective differential evolution.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges.
Proceedings of the Swarm and Evolutionary Computation, 2012
Proceedings of the Swarm and Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Self-adaptive differential evolution algorithm with a small and varying population size.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Self-adaptive differential evolution algorithm using population size reduction and three strategies.
Soft Comput., 2011
Informatica (Slovenia), 2011
Comput. Lang. Syst. Struct., 2011
Differential evolution for parameterized procedural woody plant models reconstruction.
Appl. Soft Comput., 2011
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011
2010
History mechanism supported differential evolution for chess evaluation function tuning.
Soft Comput., 2010
Reduction of Morpho-Syntactic Features in Statistical Machine Translation of Highly Inflective Language.
Informatica, 2010
Large scale global optimization using self-adaptive differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
An improved self-adaptive differential evolution algorithm in single objective constrained real-parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Using Data-Driven Subword Units in Language Model of Highly Inflective Slovenian Language.
Int. J. Pattern Recognit. Artif. Intell., 2009
Comput. Lang. Syst. Struct., 2009
Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Appl. Intell., 2008
Large Scale Global Optimization using Differential Evolution with self-adaptation and cooperative co-evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
High-dimensional real-parameter optimization using Self-Adaptive Differential Evolution algorithm with population size reduction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Performance comparison of self-adaptive and adaptive differential evolution algorithms.
Soft Comput., 2007
Proceedings of the Human Language Technology. Challenges of the Information Society, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems.
IEEE Trans. Evol. Comput., 2006
Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
2003
A Heuristic Algorithm for the Static Scheduling on Multiprocessors.
Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003
2002
A List Scheduling Heuristic for Allocating the Task Graph to Multiprocessors.
Informatica (Slovenia), 2002
2000
Power of heterogeneous computing as a vehicle for implementing E<sup>3</sup> medical decision support systems.
Int. J. Medical Informatics, 2000
A Performance Evaluation of List Scheduling Heuristics for Task Graphs without Communication Costs.
Proceedings of the 2000 International Workshop on Parallel Processing, 2000
1999
Proceedings of the 1999 ACM Symposium on Applied Computing, 1999
Power of Heterogeneous Computing as a Vehicle for Implementing E$^{\3}$ Medical Decision Support Systems.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Parallel Computation, 1999
1998
ACM SIGSOFT Softw. Eng. Notes, 1998
Evaluation of World Wide Web Sites Using Neural Networks and Fractal Metrics.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998
1996
1995