Tomas Kadavy

97 papers B 10C 9Misc 7Journal 11Unranked 59
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Benchmarkable Modular Tool-Augmented Chatbot Architecture for Business Use Cases.
IEEE Access
Jozef Kovác, Roman Senkerik, Adam Viktorin, Tomas Kadavy
2025 — conf
EASE-ing into Global Optimization with LLMs.
GECCO Companion
Adam Viktorin, Tomas Kadavy, Jozef Kovác, Michal Pluhacek, Roman Senkerik
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 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 J jnl
Evolutionary Optimized 3D WiFi Antennas Manufactured via Laser Powder Bed Fusion.
IEEE Access
Dominik Mair, Michael Renzler, Stanislav Kovar, Tomás Martínek, Tomas Kadavy, Simon Bergmueller, Andrada Horn, Jakob Braun, Lukas Kaserer
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
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 — 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 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 — 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
2019 — ch.
Towards Human Cell Simulation.
High-Performance Modelling and Simulation for Big Data Applications
Simone Spolaor, Marco Gribaudo, Mauro Iacono, Tomas Kadavy, Zuzana Komínková Oplatková, Giancarlo Mauri, Sabri Pllana, Roman Senkerik, Natalija Stojanovic, Esko Turunen, Adam Viktorin, Salvatore Vitabile, Ales Zamuda, Marco S. Nobile
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
Ball & Plate Model For Robotic System.
ECMS
Lubos Spacek, Jiri Vojtesek, Frantisek Gazdos, 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
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
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
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 — 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 — 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 — 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
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 — conf
Comparing selected PSO modifications on CEC 15 benchmark set.
SSCI
Michal Pluhacek, Tomas Kadavy, Roman Senkerik, Adam Viktorin, Ivan Zelinka