Michal Pluhacek

188 papers B 23C 22Misc 10Journal 22Unranked 111

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Decentralised construction of a global coordinate system in a large swarm of minimalistic robots. Swarm Intell. Michal Pluhacek, Simon Garnier, Andreagiovanni Reina
2025	—	`conf`	EASE-ing into Global Optimization with LLMs. GECCO Companion Adam Viktorin, Tomas Kadavy, Jozef Kovác, Michal Pluhacek, Roman Senkerik
2025	—	`conf`	LLM-Driven Evolution of Metaheuristic Components for GNBG Benchmark. GECCO Companion Pawel Kolendo, Michal Pluhacek, Wojciech Chmiel
2025	J	`jnl`	Metaheuristic-Based Model Optimization of a Steam-Filled Chamber. IEEE Access Hubert Guzowski, Roman Senkerik, Maciej Smolka, Frantisek Gazdos, Miroslav Pálka, Libor Pekar, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Aleksander Byrski, Zuzana Komínková Oplatková, Radek Matusu, Janusz Kacprzyk
2025	—	`conf`	Open and Closed Source Models for LLM-Generated Metaheuristics Solving Engineering Optimization Problem. EvoApplications (2) Roman Senkerik, Adam Viktorin, Tomas Kadavy, Jozef Kovác, Peter Janku, Libor Pekar, Hubert Guzowski, Maciej Smolka, Aleksander Byrski, Michal Pluhacek
2025	—	`conf`	Regarding Context Size in LLM-Based Metaheuristic Design. GECCO Companion Adam Viktorin, Michal Pluhacek, Jozef Kovác, Tomas Kadavy, Roman Senkerik
2025	J	`jnl`	Solve it with EASE. CoRR Adam Viktorin, Tomas Kadavy, Jozef Kovác, Michal Pluhacek, Roman Senkerik
2024	—	`conf`	A Critical Examination of Large Language Model Capabilities in Iteratively Refining Differential Evolution Algorithm. GECCO Companion Michal Pluhacek, Jozef Kovác, Peter Janku, Tomas Kadavy, Roman Senkerik, Adam Viktorin
2024	—	`conf`	DISH Solving the GNBG-generated Test Suite. GECCO Companion Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Jozef Kovác, Peter Janku, Roman Senkerik
2024	—	`conf`	Measuring Population Diversity in Variable Dimension Search Spaces. GECCO Companion Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Jozef Kovác, Roman Senkerik
2024	—	`conf`	Using LLM for Automatic Evolvement of Metaheuristics from Swarm Algorithm SOMA. GECCO Companion Michal Pluhacek, Jozef Kovác, Adam Viktorin, Peter Janku, Tomas Kadavy, Roman Senkerik
2023	J	`jnl`	Decentralised construction of a global coordinate system in a large swarm of minimalistic robots. CoRR Michal Pluhacek, Simon Garnier, Andreagiovanni Reina
2023	B	`conf`	Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics. SMC Roman Senkerik, Aleksander Byrski, Hubert Guzowski, Peter Janku, Tomas Kadavy, Zuzana Komínková Oplatková, Radek Matusu, Michal Pluhacek, Libor Pekar, Maciej Smolka, Adam Viktorin
2023	—	`conf`	Exploring Adaptive Components of SOMA. GECCO Companion Marcela Matusikova, Michal Pluhacek, Tomas Kadavy, Adam Viktorin, Roman Senkerik
2023	—	`conf`	Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms. GECCO Companion Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2023	—	`conf`	Impact of Boundary Control Methods on Bound-constrained Optimization Benchmarking. GECCO Companion Tomas Kadavy, Adam Viktorin, Anezka Kazikova, Michal Pluhacek, Roman Senkerik
2023	B	`conf`	Investigating the Potential of AI-Driven Innovations for Enhancing Differential Evolution in Optimization Tasks. SMC Michal Pluhacek, Anezka Kazikova, Adam Viktorin, Tomas Kadavy, Roman Senkerik
2023	—	`conf`	Leveraging Large Language Models for the Generation of Novel Metaheuristic Optimization Algorithms. GECCO Companion Michal Pluhacek, Anezka Kazikova, Tomas Kadavy, Adam Viktorin, Roman Senkerik
2023	—	`conf`	Maximizing Efficiency: A Comparative Study of SOMA Algorithm Variants and Constraint Handling Methods for Time Delay System Optimization. GECCO Companion Roman Senkerik, Tomas Kadavy, Peter Janku, Michal Pluhacek, Hubert Guzowski, Libor Pekar, Radek Matusu, Adam Viktorin, Maciej Smolka, Aleksander Byrski, Zuzana Komínková Oplatková
2023	B	`conf`	Sensitivity Analysis of RF+clust for Leave-One-Problem-Out Performance Prediction. CEC Ana Nikolikj, Michal Pluhacek, Carola Doerr, Peter Korosec, Tome Eftimov
2023	J	`jnl`	Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction. CoRR Ana Nikolikj, Michal Pluhacek, Carola Doerr, Peter Korosec, Tome Eftimov
2022	—	`conf`	Exploring clustering in SOMA. COMPENG Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Anezka Kazikova, Roman Senkerik
2022	J	`jnl`	Impact of Boundary Control Methods on Bound-Constrained Optimization Benchmarking. IEEE Trans. Evol. Comput. Tomas Kadavy, Adam Viktorin, Anezka Kazikova, Michal Pluhacek, Roman Senkerik
2022	—	`conf`	Inner Dynamics of Particle Swarm Optimization Interpreted by Complex Network Analysis. COMPENG Michal Pluhacek, Tomas Kadavy, Anezka Kazikova, Adam Viktorin, Roman Senkerik
2021	—	`conf`	Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage. GECCO Companion Michal Pluhacek, Anezka Kazikova, Tomas Kadavy, Adam Viktorin, Roman Senkerik
2021	J	`jnl`	How Does the Number of Objective Function Evaluations Impact Our Understanding of Metaheuristics Behavior? IEEE Access Anezka Kazikova, Michal Pluhacek, Roman Senkerik
2021	—	`conf`	Novelty Search in Particle Swarm Optimization. SSCI Adam Ulrich, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Jan Krnávek
2021	—	`conf`	On Modifications Towards Improvement of the Exploitation Phase for SOMA Algorithm with Clustering-aided Migration and Adaptive Perturbation Vector Control. SSCI Tomas Kadavy, Adam Viktorin, Michal Pluhacek, Stanislav Kovar
2021	—	`conf`	On the common population diversity measures in metaheuristics and their limitations. SSCI Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Anezka Kazikova
2021	J	`jnl`	Orthogonal Learning Firefly Algorithm. Log. J. IGPL Tomas Kadavy, Roman Senkerik, Michal Pluhacek, Adam Viktorin
2021	—	`conf`	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. GECCO Companion Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2021	—	`conf`	Self-organizing migrating algorithm with clustering-aided migration and adaptive perturbation vector control. GECCO Companion Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2020	J	`jnl`	Analysing knowledge transfer in SHADE via complex network. Log. J. IGPL Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2020	—	`conf`	Cascade PID Controller Optimization Using Bison Algorithm. ICAISC (1) Anezka Kazikova, Krystian Lapa, Michal Pluhacek, Roman Senkerik
2020	J	`jnl`	Chaos-enhanced multiple-choice strategy for particle swarm optimisation. Int. J. Parallel Emergent Distributed Syst. Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2020	B	`conf`	DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark. CEC Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2020	—	`conf`	Ensemble of strategies and perturbation parameter based SOMA for optimal stabilization of chaotic oscillations. GECCO Companion Roman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek
2020	J	`jnl`	Extended experimental study on PSO with partial population restart based on complex network analysis. Log. J. IGPL Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka
2020	—	`conf`	Is Chaotic Randomization Advantageous for Higher Dimensional Optimization Problems? ICAISC (2) Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka
2020	—	`conf`	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. GECCO Companion Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2020	—	`conf`	Self-organizing migrating algorithm with clustering-aided migration. GECCO Companion Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2019	—	`conf`	Analyzing Control Parameters in DISH. ICAISC (1) Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2019	C	`conf`	Border Strategies Of The Bison Algorithm. ECMS Anezka Kazikova, Zuzana Komínková Oplatková, Michal Pluhacek, Roman Senkerik
2019	—	`conf`	Boundary Strategies for Self-organizing Migrating Algorithm Analyzed Using CEC'17 Benchmark. SEMCCO/FANCCO Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin
2019	B	`conf`	DISH Algorithm Solving the CEC 2019 100-Digit Challenge. CEC Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2019	J	`jnl`	Distance based parameter adaptation for Success-History based Differential Evolution. Swarm Evol. Comput. Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2019	B	`conf`	Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization Problem. CEC Roman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek
2019	—	`conf`	Evolutionary Algorithms Applied to a Shielding Enclosure Design. ICAISC (1) Tomas Kadavy, Stanislav Kovar, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2019	—	`conf`	Insight into Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. SEMCCO/FANCCO Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka
2019	B	`conf`	Introducing Self-Adaptive Parameters to Self-organizing Migrating Algorithm. CEC Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin
2019	—	`conf`	Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. ICAISC (1) Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Anezka Kazikova, Quoc Bao Diep, Ivan Zelinka
2019	—	`conf`	Self-organizing Migrating Algorithm with Non-binary Perturbation. SEMCCO/FANCCO Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2019	B	`conf`	The Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm Solving CEC 2019 100-Digit Challenge. CEC Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin
2018	C	`conf`	A Review On The Simulation of Social Networks Inside Heuristic Algorithms. ECMS Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Jakub Janostik, Zuzana Komínková Oplatková
2018	—	`conf`	Addressing Premature Convergence with Distance based Parameter Adaptation in SHADE. IWSSIP Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2018	C	`conf`	Boundary Strategies For Firefly Algorithm Analysed Using CEC'17 Benchmark. ECMS Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2018	B	`conf`	Chaos Driven PSO with Attractive Search Space Border Points. CEC Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy, Ivan Zelinka
2018	B	`conf`	Cluster Occurrence in the DbL_SHADE Population. CEC Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2018	C	`conf`	Comparative Study Of The Distance/Improvement Based SHADE. ECMS Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2018	—	`conf`	Comparing Boundary Control Methods for Firefly Algorithm. BIOMA Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2018	—	`conf`	Differential Evolution and Chaotic Series. IWSSIP Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková
2018	—	`conf`	Distance vs. Improvement Based Parameter Adaptation in SHADE. CSOS (2) Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2018	—	`conf`	Firefly Algorithm Enhanced by Orthogonal Learning. CSOS (2) Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2018	—	`conf`	How Distance Based Parameter Adaptation Affects Population Diversity. BIOMA Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2018	—	`conf`	How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution. ICAISC (1) Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka
2018	J	`jnl`	Investigation on evolutionary algorithms powered by nonrandom processes. Soft Comput. Ivan Zelinka, Jouni Lampinen, Roman Senkerik, Michal Pluhacek
2018	J	`jnl`	Modified progressive random walk with chaotic PRNG. Int. J. Parallel Emergent Distributed Syst. Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2018	—	`conf`	Multi-swarm Optimization Algorithm Based on Firefly and Particle Swarm Optimization Techniques. ICAISC (1) Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2018	—	`conf`	New Running Technique for the Bison Algorithm. ICAISC (1) Anezka Kazikova, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2018	—	`conf`	On the Applicability of Random and the Best Solution Driven Metaheuristics for Analytic Programming and Time Series Regression. CSOS (2) Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková
2018	—	`conf`	On the Performance Significance of Boundary Strategies for Firefly Algorithm. SSCI Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin
2018	B	`conf`	On the Population Diversity for the Chaotic Differential Evolution. CEC Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy
2018	—	`conf`	On the Prolonged Exploration of Distance Based Parameter Adaptation in SHADE. ICAISC (1) Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2018	Misc	`conf`	Orthogonal Learning Firefly Algorithm. HAIS Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2018	—	`conf`	Particle Swarm Optimization with Single Particle Repulsivity for Multi-modal Optimization. ICAISC (1) Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2018	—	`conf`	Performance of the Bison Algorithm on Benchmark IEEE CEC 2017. CSOS (2) Anezka Kazikova, Michal Pluhacek, Roman Senkerik
2018	—	`conf`	Population Diversity Analysis for the Chaotic Based Selection of Individuals in Differential Evolution. BIOMA Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy
2018	C	`conf`	Study On Velocity Clamping In PSO Using CEC'13 Benchmark. ECMS Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2018	C	`conf`	Tuning Of The Bison Algorithm Control Parameter. ECMS Anezka Kazikova, Michal Pluhacek, Roman Senkerik
2018	—	`conf`	Why Simple Population Restart Does Not Work in PSO. SSCI Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2017	—	`conf`	Archive Analysis in SHADE. ICAISC (2) Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2017	J	`jnl`	Chaos-Based Optimization - A Review. J. Adv. Eng. Comput. Roman Senkerik, Ivan Zelinka, Michal Pluhacek
2017	—	`conf`	Comparing Border Strategies for Roaming Particles on Single and Multi-swarm PSO. CSOC (1) Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2017	—	`conf`	Comparing Strategies for Search Space Boundaries Violation in PSO. ICAISC (2) Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2017	Misc	`conf`	Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis. HAIS Adam Viktorin, Michal Pluhacek, Roman Senkerik, Tomas Kadavy
2017	—	`conf`	Differential Evolution Driven Analytic Programming for Prediction. ICAISC (2) Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka
2017	B	`conf`	Differential evolution with preferential interaction network. CEC Pavel Krömer, Milos Kudelka, Roman Senkerik, Michal Pluhacek
2017	—	`conf`	Distance based parameter adaptation for differential evolution. SSCI Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2017	—	`conf`	Enhanced Archive for SHADE. MENDEL Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2017	—	`conf`	Exploring the shortest path in PSO communication network. SSCI Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2017	C	`conf`	Firework Algorithm Dynamics Simulated And Analyzed With The Aid Of Complex Network. ECMS Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2017	—	`conf`	How chaotic sequences and generator sequencing affect the particle trajectory in PSO. SSCI Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2017	Misc	`conf`	Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction. HAIS Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka
2017	Misc	`conf`	Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO. HAIS Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2017	—	`conf`	On the Randomization of Indices Selection for Differential Evolution. CSOC (1) Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy
2017	—	`conf`	PSO with Attractive Search Space Border Points. ICAISC (2) Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2017	Misc	`conf`	PSO with Partial Population Restart Based on Complex Network Analysis. HAIS Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka
2017	—	`conf`	Partial population restart of firefly algorithm using complex network analysis. SSCI Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
2017	—	`conf`	Performance comparison of differential evolution driving analytic programming for regression. SSCI Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková
2017	—	`conf`	Proposal of a New Swarm Optimization Method Inspired in Bison Behavior. MENDEL Anezka Kazikova, Michal Pluhacek, Roman Senkerik, Adam Viktorin
2017	—	`conf`	Randomization of Individuals Selection in Differential Evolution. MENDEL Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Zuzana Komínková Oplatková
2017	Misc	`conf`	SHADE Algorithm Dynamic Analyzed Through Complex Network. COCOON Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2017	C	`conf`	SHADE Mutation Strategy Analysis Via Dynamic Simulation In Complex Network. ECMS Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2017	C	`conf`	Simulation Of Chaotic Dynamics For Chaos Based Optimization - An Extended Study. ECMS Roman Senkerik, Michal Pluhacek, Adam Viktorin, Zuzana Komínková Oplatková, Tomas Kadavy
2017	—	`conf`	The Influence of Archive Size to SHADE. CSOC (1) Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2017	Misc	`conf`	Towards Better Population Sizing for Differential Evolution Through Active Population Analysis with Complex Network. CISIS Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
2017	C	`conf`	Uncovering Communication Density In PSO Using Complex Network. ECMS Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2016	C	`conf`	Analytical Programming With Extended Individuals. ECMS Adam Viktorin, Michal Pluhacek, Zuzana Komínková Oplatková, Roman Senkerik
2016	—	`conf`	Chaos Enhanced Repulsive MC-PSO/DE Hybrid. ICAISC (1) Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka
2016	—	`conf`	Comparing selected PSO modifications on CEC 15 benchmark set. SSCI Michal Pluhacek, Tomas Kadavy, Roman Senkerik, Adam Viktorin, Ivan Zelinka
2016	B	`conf`	Complex network analysis in PSO as an fitness landscape classifier. CEC Michal Pluhacek, Roman Senkerik, Adam Viktorin, Jakub Janostik, Donald Davendra
2016	—	`conf`	Creating Complex Networks Using Multi-swarm PSO. INCoS Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka
2016	—	`conf`	Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic. ICAISC (1) Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Adam Viktorin, Jakub Janostik
2016	—	`conf`	Hybridization of Chaotic Systems and Success-History Based Adaptive Differential Evolution. HM Adam Viktorin, Roman Senkerik, Michal Pluhacek
2016	—	`conf`	Lozi Map Generated Initial Population in Analytical Programming. CSOC (1) Adam Viktorin, Michal Pluhacek, Roman Senkerik
2016	C	`conf`	Multi-Chaotic Differential Evolution For Vehicle Routing Problem With Profits. ECMS Adam Viktorin, Dusan Hrabec, Michal Pluhacek
2016	—	`conf`	Multi-chaotic Approach for Particle Acceleration in PSO. HM Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka
2016	—	`conf`	Multi-chaotic System Induced Success-History Based Adaptive Differential Evolution. ICAISC (1) Adam Viktorin, Michal Pluhacek, Roman Senkerik
2016	—	`conf`	Network Based Linear Population Size Reduction in SHADE. INCoS Adam Viktorin, Michal Pluhacek, Roman Senkerik
2016	C	`conf`	On The Simulation Of Complex Chaotic Dynamics For Chaos Based Optimization. ECMS Roman Senkerik, Michal Pluhacek, Adam Viktorin, Zuzana Komínková Oplatková
2016	—	`conf`	On the Transforming of the Indices Selection Mechanism inside Differential Evolution into Complex Network. INCoS Roman Senkerik, Adam Viktorin, Michal Pluhacek
2016	B	`conf`	On the influence of different randomization and complex network analysis for differential evolution. CEC Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Donald Davendra
2016	—	`conf`	Steady success clusters in Differential Evolution. SSCI Adam Viktorin, Roman Senkerik, Michal Pluhacek, Ales Zamuda
2016	C	`conf`	Study On Swarm Dynamics Converted Into Complex Network. ECMS Michal Pluhacek, Roman Senkerik, Jakub Janostik, Adam Viktorin, Ivan Zelinka
2016	—	`conf`	Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms. MICAI (2) Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Adam Viktorin
2016	—	`conf`	Study on the Time Development of Complex Network for Metaheuristic. CSOC (1) Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Zuzana Komínková Oplatková
2016	B	`conf`	Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set. CEC Adam Viktorin, Michal Pluhacek, Roman Senkerik
2015	—	`conf`	An Initial Study on the New Adaptive Approach for Multi-chaotic Differential Evolution. CSOC (1) Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková
2015	—	`conf`	Capturing Inner Dynamics of Firefly Algorithm in Complex Network - Initial Study. AECIA Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Frantisek Spacek
2015	—	`conf`	Chaos PSO with Super-Sized Swarm - Initial Study. AECIA Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2015	J	`jnl`	Chaos particle swarm optimization with Eensemble of chaotic systems. Swarm Evol. Comput. Michal Pluhacek, Roman Senkerik, Donald Davendra
2015	—	`conf`	Hybridization of Adaptivity and Chaotic Dynamics for Differential Evolution. MENDEL Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková, Jakub Janostik
2015	J	`jnl`	Investigation on evolutionary predictive control of chemical reactor. J. Appl. Log. Ivan Zelinka, Donald David Davendra, Roman Senkerik, Michal Pluhacek
2015	Misc	`conf`	MC-PSO/DE Hybrid with Repulsive Strategy - Initial Study. HAIS Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2015	—	`conf`	Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation. ICAISC (1) Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2015	B	`conf`	Multiple Choice strategy with Dimensional mutation for PSO algorithm enhanced with chaotic Dissipative Standard Map. CEC Michal Pluhacek, Roman Senkerik, Donald Davendra
2015	Misc	`conf`	New Adaptive Approach for Multi-chaotic Differential Evolution Concept. HAIS Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Jakub Janostik
2015	—	`conf`	On the Tuning of Complex Dynamics Embedded into Differential Evolution. ICAISC (1) Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková, Roman Jasek
2015	B	`conf`	On the parameter settings for the chaotic dynamics embedded differential evolution. CEC Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková, Donald Davendra
2015	—	`conf`	PSO as Complex Network - Capturing the Inner Dynamics - Initial Study. AECIA Michal Pluhacek, Jakub Janostik, Roman Senkerik, Ivan Zelinka, Donald Davendra
2015	—	`conf`	Particle Swarm Optimizer with Diversity Measure Based on Swarm Representation in Complex Network. AECIA Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2015	—	`conf`	Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic. AECIA Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Jakub Janostik
2015	C	`conf`	Simulation Of Time-Continuous Chaotic UEDA Oscillator As The Generator Of Random Numbers For Heuristic. ECMS Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková
2015	—	`conf`	The Initial Study on the Potential of Super-Sized Swarm in PSO. MENDEL Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2014	—	`conf`	Application of Neural Networks for the Classification of Gender from Kick Force Profile - A Small Scale Study. IBICA Dora Lapkova, Michal Pluhacek, Zuzana Komínková Oplatková, Roman Senkerik, Milan Adamek
2014	—	`conf`	Chaos Driven Particle Swarm Optimization with Basic Particle Performance Evaluation - An Initial Study. CISIM Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2014	—	`conf`	Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem. CISIM Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková
2014	—	`conf`	Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial Optimisation Problem. IBICA Donald Davendra, Ivan Zelinka, Roman Senkerik, Michal Pluhacek
2014	—	`conf`	Complex network analysis of differential evolution algorithm applied to flowshop with no-wait problem. SDE Donald Davendra, Ivan Zelinka, Magdalena Metlicka, Roman Senkerik, Michal Pluhacek
2014	—	`conf`	Computer Aided Analysis of Direct Punch Force Using the Tensometric Sensor. CSOC Dora Lapkova, Michal Pluhacek, Milan Adamek
2014	B	`conf`	Evolutionary algorithms dynamics and its hidden complex network structures. IEEE Congress on Evolutionary Computation Ivan Zelinka, Donald Davendra, Jouni Lampinen, Roman Senkerik, Michal Pluhacek
2014	—	`conf`	Gathering algorithm: A new concept of PSO based metaheuristic with dimensional mutation. SIS Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2014	—	`conf`	Multi-chaotic Differential Evolution: A Preliminary Study. ICAISC (1) Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková
2014	—	`conf`	On Convergence of Evolutionary Algorithms Powered by Non-random Generators. ICAISC (1) Ivan Zelinka, Donald Davendra, Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková
2014	J	`jnl`	Particle swarm optimization algorithm driven by multichaotic number generator. Soft Comput. Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2014	C	`conf`	Performance Comparison Of Evolutionary Techniques Enhanced By Lozi Chaotic Map In The Task Of Reactor Geometry Optimization. ECMS Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2014	Misc	`conf`	Performance Testing of Multi-Chaotic Differential Evolution Concept on Shifted Benchmark Functions. HAIS Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková
2014	—	`conf`	Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation. ICAISC (1) Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2014	B	`conf`	Scatter Search Algorithm with chaos based stochasticity. IEEE Congress on Evolutionary Computation Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek
2014	C	`conf`	Simulation Of The Differential Evolution Performance Dependency On Switching Of The Driving Chaotic Systems. ECMS Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková
2014	C	`conf`	Using Artificial Neural Network For The Kick Techniques Classification - An Initial Study. ECMS Dora Lapkova, Michal Pluhacek, Zuzana Komínková Oplatková, Milan Adamek
2014	J	`jnl`	Utilising the chaos-induced discrete self organising migrating algorithm to solve the lot-streaming flowshop scheduling problem with setup time. Soft Comput. Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Magdalena Bialic-Davendra
2014	J	`jnl`	Utilization of analytic programming for the evolutionary synthesis of the robust multi-chaotic controller for selected sets of discrete chaotic systems. Soft Comput. Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Bronislav Chramcov, Donald Davendra, Michal Pluhacek
2014	—	`conf`	Utilization of the Discrete Chaotic Systems as the Pseudo Random Number Generators. CSOC Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Zuzana Komínková Oplatková
2013	C	`conf`	Analytic Programming In The Task Of Evolutionary Synthesis Of The Robust Controller For Selected Discrete Chaotic Systems. ECMS Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Michal Pluhacek
2013	J	`jnl`	Analytic programming in the task of evolutionary synthesis of a controller for high order oscillations stabilization of discrete chaotic systems. Comput. Math. Appl. Zuzana Komínková Oplatková, Roman Senkerik, Ivan Zelinka, Michal Pluhacek
2013	—	`conf`	Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization. ICAISC (2) Roman Senkerik, Donald Davendra, Ivan Zelinka, Michal Pluhacek, Zuzana Komínková Oplatková
2013	B	`conf`	Chaos PSO algorithm driven alternately by two different chaotic maps - An initial study. IEEE Congress on Evolutionary Computation Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2013	—	`conf`	Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study. NOSTRADAMUS Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen
2013	B	`conf`	Do evolutionary algorithms indeed require randomness? IEEE Congress on Evolutionary Computation Ivan Zelinka, Roman Senkerik, Michal Pluhacek
2013	—	`conf`	Hidden Periodicity - Chaos Dependance on Numerical Precision. NOSTRADAMUS Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen
2013	B	`conf`	Investigation on the Differential Evolution driven by selected six chaotic systems in the task of reactor geometry optimization. IEEE Congress on Evolutionary Computation Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková, Donald Davendra, Ivan Zelinka
2013	B	`conf`	Investigation on the performance of a new multiple choice strategy for PSO Algorithm in the task of large scale optimization problems. IEEE Congress on Evolutionary Computation Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2013	—	`conf`	Multiple Choice Strategy - A Novel Approach for Particle Swarm Optimization - Preliminary Study. ICAISC (2) Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2013	—	`conf`	Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making - A Preliminary Study. SOCO-CISIS-ICEUTE Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2013	C	`conf`	Multiple Choice Strategy For PSO Algorithm - Performance Analysis On Shifted Test Functions. ECMS Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2013	—	`conf`	New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps - An Initial Study. NOSTRADAMUS Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2013	—	`conf`	On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems. NOSTRADAMUS Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
2013	J	`jnl`	On the behavior and performance of chaos driven PSO algorithm with inertia weight. Comput. Math. Appl. Michal Pluhacek, Roman Senkerik, Donald Davendra, Zuzana Komínková Oplatková, Ivan Zelinka
2013	—	`conf`	Performance of Chaos Driven Differential Evolution on Shifted Benchmark Functions Set. SOCO-CISIS-ICEUTE Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Zuzana Komínková Oplatková, Radek Vala, Roman Jasek
2013	C	`conf`	Scheduling The Flow Shop With Blocking Problem With The Chaos-Induced Discrete Self Organising Migrating Algorithm. ECMS Donald Davendra, Magdalena Bialic-Davendra, Roman Senkerik, Michal Pluhacek
2013	—	`conf`	Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup Time. NOSTRADAMUS Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Magdalena Bialic-Davendra
2013	—	`conf`	Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems. NOSTRADAMUS Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Michal Pluhacek
2012	C	`conf`	Designing PID Controller For DC Motor System By Means Of Enhanced PSO Algorithm With Discrete Chaotic Lozi Map. ECMS Michal Pluhacek, Roman Senkerik, Donald Davendra, Ivan Zelinka
2012	—	`conf`	Designing PID Controller for DC Motor by Means of Enhanced PSO Algorithm with Dissipative Chaotic Map. SOCO Michal Pluhacek, Roman Senkerik, Donald Davendra, Ivan Zelinka
2012	—	`conf`	Extended Initial Study on the Performance of Enhanced PSO Algorithm with Lozi Chaotic Map. NOSTRADAMUS Michal Pluhacek, Vera Budikova, Roman Senkerik, Zuzana Oplatková, Ivan Zelinka
2012	—	`conf`	Impact of Various Chaotic Maps on the Performance of Chaos Enhanced PSO Algorithm with Inertia Weight - An Initial Study. NOSTRADAMUS Michal Pluhacek, Roman Senkerik, Ivan Zelinka
2012	—	`conf`	Optimization of the Batch Reactor by Means of Chaos Driven Differential Evolution. SOCO Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková, Michal Pluhacek