Janez Brest

According to our database1, Janez Brest authored at least 93 papers between 1995 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Two-phase protein folding optimization on a three-dimensional AB off-lattice model.
Swarm Evol. Comput., 2020

Post hoc analysis of sport performance with differential evolution.
Neural Comput. Appl., 2020

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

Editorial of the special issue on differential evolution.
Swarm Evol. Comput., 2019

Improving Statistical Machine Translation Quality Using Differential Evolution.
Informatica, 2019

Two-level protein folding optimization on a three-dimensional AB off-lattice model.
CoRR, 2019

Slavic languages in phrase-based statistical machine translation: a survey.
Artif. Intell. Rev., 2019

Wrapper-Based Feature Selection Using Self-adaptive Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Population Size in Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

The 100-Digit Challenge: Algorithm jDE100.
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

Improved Differential Evolution for Large-Scale Black-Box Optimization.
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

Framework for planning the training sessions in triathlon.
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

Making up for the deficit in a marathon run.
CoRR, 2017

Low-autocorrelation binary sequences: On improved merit factors and runtime predictions to achieve them.
Appl. Soft Comput., 2017

Hybrid Multi-objective PSO for Filter-Based Feature Selection.
Proceedings of the Recent Advances in Soft Computing, 2017

Adaptation of Sport Training Plans by Swarm Intelligence.
Proceedings of the Recent Advances in Soft Computing, 2017

Deep Analytics Based on Triathlon Athletes' Blogs and News.
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

Single objective real-parameter optimization: Algorithm jSO.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Clustering and differential evolution for multimodal optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
A hybrid differential evolution for optimal multilevel image thresholding.
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

Analysis of randomisation methods in swarm intelligence.
Int. J. Bio Inspired Comput., 2015

Population Size Reduction in Particle Swarm Optimization Using Product Graphs.
Proceedings of the Mendel 2015, 2015

Modified bat algorithm with quaternion representation.
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

The usage of differential evolution in a statistical machine translation.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

Some Improvements of the Self-Adaptive jDE Algorithm.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

2013
A comprehensive review of firefly algorithms.
Swarm Evol. Comput., 2013

Environmental framework to visualize emergent artificial forest ecosystems.
Inf. Sci., 2013

Differential evolution and differential ant-stigmergy on dynamic optimisation problems.
Int. J. Syst. Sci., 2013

Modified firefly algorithm using quaternion representation.
Expert Syst. Appl., 2013

Hybridization of Evolutionary Algorithms
CoRR, 2013

A Brief Review of Nature-Inspired Algorithms for Optimization.
CoRR, 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

A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring.
Proceedings of the Swarm and Evolutionary Computation, 2012

Tree model reconstruction innovization using multi-objective differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Memetic artificial bee colony algorithm for large-scale global optimization.
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

Tuning Chess Evaluation Function Parameters using Differential Evolution Algorithm.
Informatica (Slovenia), 2011

Design and implementation of domain-specific language easytime.
Comput. Lang. Syst. Struct., 2011

Differential evolution for parameterized procedural woody plant models reconstruction.
Appl. Soft Comput., 2011

Using differential evolution for the graph coloring.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Constrained real-parameter optimization using a Differential Evolution algorithm.
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
Differential Evolution with Self-Adaptation.
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

Zero - a blend of static typing and dynamic metaprogramming.
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

Dynamic optimization using Self-Adaptive Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Population size reduction for the differential evolution algorithm.
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

Statistical Machine Translation from Slovenian to English Using Reduced Morphology.
Proceedings of the Human Language Technology. Challenges of the Information Society, 2007

Differential evolution for multiobjective optimization with self adaptation.
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

A Differential Evolution for the Tuning of a Chess Evaluation Function.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Z<sub>0</sub> - a tiny experimental language.
ACM SIGPLAN Notices, 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 Sorting Algorithm on a PC Cluster.
Proceedings of the Applied Computing 2000, 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
Dynamic Scheduling on a PC Cluster.
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

Dynamic Scheduling on a Network Heterogeneous Computer System.
Proceedings of the Parallel Computation, 1999

1998
Fractal Structure of Random Programs.
ACM SIGPLAN Notices, 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
Software Complexity - An Alternative View.
ACM SIGPLAN Notices, 1996

1995
PROMIS: A Software Metrics Tool Generator.
ACM SIGPLAN Notices, 1995


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