On Modifications Towards Improvement of the Exploitation Phase for SOMA Algorithm with Clustering-aided Migration and Adaptive Perturbation Vector Control.

[BibT_eX]

[DOI]

Tomas Kadavy

Adam Viktorin

Michal Pluhacek

Stanislav Kovar

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Self-organizing migrating algorithm with clustering-aided migration and adaptive perturbation vector control.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

SOMA-CLP for competition on bound constrained single objective numerical optimization benchmark: a competition entry on bound constrained single objective numerical optimization at the genetic and evolutionary computation conference (GECCO) 2021.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Chaos-enhanced multiple-choice strategy for particle swarm optimisation.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., 2020

Analysing knowledge transfer in SHADE via complex network.

[BibT_eX]

[DOI]

Log. J. IGPL, 2020

Extended experimental study on PSO with partial population restart based on complex network analysis.

[BibT_eX]

[DOI]

Log. J. IGPL, 2020

Is Chaotic Randomization Advantageous for Higher Dimensional Optimization Problems?

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Ensemble of strategies and perturbation parameter based SOMA for optimal stabilization of chaotic oscillations.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Self-organizing migrating algorithm with clustering-aided migration.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

SOMA-CL for competition on single objective bound constrained numerical optimization benchmark: a competition entry on single objective bound constrained numerical optimization at the genetic and evolutionary computation conference (GECCO) 2020.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Towards Human Cell Simulation.

[BibT_eX]

[DOI]

Zuzana Komínková Oplatková

Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Distance based parameter adaptation for Success-History based Differential Evolution.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Insight into Adaptive Differential Evolution Variants with Unconventional Randomization Schemes.

[BibT_eX]

[DOI]

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Self-organizing Migrating Algorithm with Non-binary Perturbation.

[BibT_eX]

[DOI]

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Boundary Strategies for Self-organizing Migrating Algorithm Analyzed Using CEC'17 Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Analyzing Control Parameters in DISH.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Evolutionary Algorithms Applied to a Shielding Enclosure Design.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

DISH Algorithm Solving the CEC 2019 100-Digit Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Introducing Self-Adaptive Parameters to Self-organizing Migrating Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

The Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm Solving CEC 2019 100-Digit Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Modified progressive random walk with chaotic PRNG.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., 2018

Why Simple Population Restart Does Not Work in PSO.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

On the Performance Significance of Boundary Strategies for Firefly Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Addressing Premature Convergence with Distance based Parameter Adaptation in SHADE.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Differential Evolution and Chaotic Series.

[BibT_eX]

[DOI]

Zuzana Komínková Oplatková

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

On the Prolonged Exploration of Distance Based Parameter Adaptation in SHADE.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Particle Swarm Optimization with Single Particle Repulsivity for Multi-modal Optimization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Multi-swarm Optimization Algorithm Based on Firefly and Particle Swarm Optimization Techniques.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Comparative Study Of The Distance/Improvement Based SHADE.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Modelling and Simulation, 2018

Ball & Plate Model For Robotic System.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Modelling and Simulation, 2018

A Review On The Simulation of Social Networks Inside Heuristic Algorithms.

[BibT_eX]

[DOI]

Zuzana Komínková Oplatková

Proceedings of the European Conference on Modelling and Simulation, 2018

Study On Velocity Clamping In PSO Using CEC'13 Benchmark.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Modelling and Simulation, 2018

Boundary Strategies For Firefly Algorithm Analysed Using CEC'17 Benchmark.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Modelling and Simulation, 2018

Distance vs. Improvement Based Parameter Adaptation in SHADE.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Firefly Algorithm Enhanced by Orthogonal Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

On the Applicability of Random and the Best Solution Driven Metaheuristics for Analytic Programming and Time Series Regression.

[BibT_eX]

[DOI]

Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Cluster Occurrence in the DbL_SHADE Population.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

On the Population Diversity for the Chaotic Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Chaos Driven PSO with Attractive Search Space Border Points.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

How Distance Based Parameter Adaptation Affects Population Diversity.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

Population Diversity Analysis for the Chaotic Based Selection of Individuals in Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

Comparing Boundary Control Methods for Firefly Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2017

Distance based parameter adaptation for differential evolution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Performance comparison of differential evolution driving analytic programming for regression.

[BibT_eX]

[DOI]

Zuzana Komínková Oplatková

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

How chaotic sequences and generator sequencing affect the particle trajectory in PSO.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Exploring the shortest path in PSO communication network.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Partial population restart of firefly algorithm using complex network analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Enhanced Archive for SHADE.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Soft Computing, 2017

Randomization of Individuals Selection in Differential Evolution.

[BibT_eX]

[DOI]

Zuzana Komínková Oplatková

Proceedings of the Recent Advances in Soft Computing, 2017

Archive Analysis in SHADE.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Differential Evolution Driven Analytic Programming for Prediction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2017

PSO with Attractive Search Space Border Points.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Comparing Strategies for Search Space Boundaries Violation in PSO.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

PSO with Partial Population Restart Based on Complex Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

SHADE Mutation Strategy Analysis Via Dynamic Simulation In Complex Network.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Modelling and Simulation, 2017

Simulation Of Chaotic Dynamics For Chaos Based Optimization - An Extended Study.

[BibT_eX]

[DOI]

Roman Senkerik

Michal Pluhacek

Adam Viktorin

Zuzana Komínková Oplatková

Tomas Kadavy

Proceedings of the European Conference on Modelling and Simulation, 2017

Uncovering Communication Density In PSO Using Complex Network.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Modelling and Simulation, 2017

Firework Algorithm Dynamics Simulated And Analyzed With The Aid Of Complex Network.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Modelling and Simulation, 2017

The Influence of Archive Size to SHADE.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

On the Randomization of Indices Selection for Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

Comparing Border Strategies for Roaming Particles on Single and Multi-swarm PSO.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

SHADE Algorithm Dynamic Analyzed Through Complex Network.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics - 23rd International Conference, 2017

Towards Better Population Sizing for Differential Evolution Through Active Population Analysis with Complex Network.

[BibT_eX]

[DOI]

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

2016

Comparing selected PSO modifications on CEC 15 benchmark set.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Tomas Kadavy

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