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Publication search results
found 264 matches
- 2024
- Michal Pluhacek
, Jozef Kovác
, Peter Janku
, Tomas Kadavy
, Roman Senkerik
, Adam Viktorin
:
A Critical Examination of Large Language Model Capabilities in Iteratively Refining Differential Evolution Algorithm. GECCO Companion 2024: 1855-1862 - Michal Pluhacek
, Jozef Kovác
, Adam Viktorin
, Peter Janku
, Tomas Kadavy
, Roman Senkerik
:
Using LLM for Automatic Evolvement of Metaheuristics from Swarm Algorithm SOMA. GECCO Companion 2024: 2018-2022 - Michal Pluhacek
, Adam Viktorin
, Tomas Kadavy
, Jozef Kovác
, Roman Senkerik
:
Measuring Population Diversity in Variable Dimension Search Spaces. GECCO Companion 2024: 1511-1519 - Adam Viktorin
, Michal Pluhacek
, Tomas Kadavy
, Jozef Kovác
, Peter Janku
, Roman Senkerik
:
DISH Solving the GNBG-generated Test Suite. GECCO Companion 2024: 19-20 - 2023
- Adam Viktorin, Dusan Hrabec, Vlastimír Nevrlý, Radovan Somplák, Roman Senkerik:
Hierarchical clustering-based algorithms for optimal waste collection point locations in large-scale problems: A framework development and case study. Comput. Ind. Eng. 178: 109142 (2023) - Tomas Kadavy
, Michal Pluhacek
, Adam Viktorin
, Roman Senkerik
:
Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms. GECCO Companion 2023: 2330-2336 - Tomas Kadavy
, Adam Viktorin
, Anezka Kazikova
, Michal Pluhacek
, Roman Senkerik
:
Impact of Boundary Control Methods on Bound-constrained Optimization Benchmarking. GECCO Companion 2023: 25-26 - Marcela Matusikova
, Michal Pluhacek
, Tomas Kadavy
, Adam Viktorin
, Roman Senkerik
:
Exploring Adaptive Components of SOMA. GECCO Companion 2023: 1803-1811 - Michal Pluhacek
, Anezka Kazikova
, Tomas Kadavy
, Adam Viktorin
, Roman Senkerik
:
Leveraging Large Language Models for the Generation of Novel Metaheuristic Optimization Algorithms. GECCO Companion 2023: 1812-1820 - Roman Senkerik
, Tomas Kadavy
, Peter Janku
, Michal Pluhacek
, Hubert Guzowski
, Libor Pekar
, Radek Matusu
, Adam Viktorin
, Maciej Smolka
, Aleksander Byrski
, Zuzana Komínková Oplatková
:
Maximizing Efficiency: A Comparative Study of SOMA Algorithm Variants and Constraint Handling Methods for Time Delay System Optimization. GECCO Companion 2023: 1821-1829 - Michal Pluhacek, Anezka Kazikova, Adam Viktorin, Tomas Kadavy, Roman Senkerik:
Investigating the Potential of AI-Driven Innovations for Enhancing Differential Evolution in Optimization Tasks. SMC 2023: 1070-1075 - Roman Senkerik, Aleksander Byrski, Hubert Guzowski
, Peter Janku, Tomas Kadavy, Zuzana Komínková Oplatková, Radek Matusu, Michal Pluhacek, Libor Pekar, Maciej Smolka
, Adam Viktorin:
Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics. SMC 2023: 1084-1089 - 2022
- Arka Ghosh, Swagatam Das
, Asit Kumar Das, Roman Senkerik
, Adam Viktorin, Ivan Zelinka
, Antonio David Masegosa:
Using spatial neighborhoods for parameter adaptation: An improved success history based differential evolution. Swarm Evol. Comput. 71: 101057 (2022) - Tomas Kadavy
, Adam Viktorin
, Anezka Kazikova
, Michal Pluhacek
, Roman Senkerik
:
Impact of Boundary Control Methods on Bound-Constrained Optimization Benchmarking. IEEE Trans. Evol. Comput. 26(6): 1271-1280 (2022) - Tomas Kadavy, Michal Pluhacek
, Adam Viktorin, Anezka Kazikova, Roman Senkerik:
Exploring clustering in SOMA. COMPENG 2022: 1-5 - Michal Pluhacek
, Tomas Kadavy, Anezka Kazikova, Adam Viktorin, Roman Senkerik:
Inner Dynamics of Particle Swarm Optimization Interpreted by Complex Network Analysis. COMPENG 2022: 1-5 - Tran Kim Toai
, Roman Senkerik, Ivan Zelinka, Adam Ulrich, Vo Thi Xuan Hanh, Vo Minh Huan:
ARIMA for Short-Term and LSTM for Long-Term in Daily Bitcoin Price Prediction. ICAISC (1) 2022: 131-143 - Hubert Guzowski
, Maciej Smolka
, Aleksander Byrski, Libor Pekar
, Zuzana Komínková Oplatková
, Roman Senkerik, Radek Matusu, Frantisek Gazdos
:
Effective Parametric Optimization of Heating-Cooling Process with Optimum near the Domain Border. IS 2022: 1-6 - Piotr Kipinski, Hubert Guzowski
, Aleksandra Urbanczyk, Maciej Smolka
, Marek Kisiel-Dorohinicki, Aleksander Byrski, Zuzana Komínková Oplatková
, Roman Senkerik, Libor Pekar
, Radek Matusu, Frantisek Gazdos
:
Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics. IS 2022: 1-7 - Mateusz Nabywaniec, Hubert Guzowski
, Aleksandra Urbanczyk, Maciej Smolka
, Marek Kisiel-Dorohinicki, Aleksander Byrski, Zuzana Komínková Oplatková
, Roman Senkerik, Libor Pekar
, Radek Matusu, Frantisek Gazdos
:
Socio-cognitive Optimization of Time-delay Control Problems using Agent-based Metaheuristics. IS 2022: 1-7 - Piotr Kipinski, Hubert Guzowski, Aleksandra Urbanczyk, Maciej Smolka, Marek Kisiel-Dorohinicki, Aleksander Byrski, Zuzana Komínková Oplatková, Roman Senkerik, Libor Pekar, Radek Matusu, Frantisek Gazdos:
Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics. CoRR abs/2210.12872 (2022) - 2021
- Anezka Kazikova
, Michal Pluhacek
, Roman Senkerik
:
How Does the Number of Objective Function Evaluations Impact Our Understanding of Metaheuristics Behavior? IEEE Access 9: 44032-44048 (2021) - Iaroslav Iaremko, Roman Senkerik, Roman Jasek
, Petr Lukastik:
An effective data reduction model for machine emergency state detection from big data tree topology structures. Int. J. Appl. Math. Comput. Sci. 31(4): 601-611 (2021) - Tomas Kadavy, Roman Senkerik, Michal Pluhacek
, Adam Viktorin:
Orthogonal Learning Firefly Algorithm. Log. J. IGPL 29(2): 167-179 (2021) - Tomas Kadavy, Michal Pluhacek
, Adam Viktorin, Roman Senkerik:
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 2021: 11-12 - Tomas Kadavy, Michal Pluhacek
, Adam Viktorin, Roman Senkerik:
Self-organizing migrating algorithm with clustering-aided migration and adaptive perturbation vector control. GECCO Companion 2021: 1916-1922 - Michal Pluhacek
, Anezka Kazikova, Tomas Kadavy, Adam Viktorin, Roman Senkerik:
Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage. GECCO Companion 2021: 1944-1952 - 2020
- Deepika Kumar
, Nikita Jain, Aayush Khurana
, Sweta Mittal, Suresh Chandra Satapathy
, Roman Senkerik
, D. Jude Hemanth
:
Automatic Detection of White Blood Cancer From Bone Marrow Microscopic Images Using Convolutional Neural Networks. IEEE Access 8: 142521-142531 (2020) - Michal Pluhacek
, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka
:
Extended experimental study on PSO with partial population restart based on complex network analysis. Log. J. IGPL 28(2): 211-225 (2020) - Adam Viktorin, Roman Senkerik, Michal Pluhacek
, Tomas Kadavy:
Analysing knowledge transfer in SHADE via complex network. Log. J. IGPL 28(2): 153-170 (2020)
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