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- affiliation: Tomas Bata University in Zlín, Czech Republic
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2020 – today
- 2024
[c209]Adam Viktorin
, Michal Pluhacek, Tomas Kadavy, Jozef Kovác, Peter Janku, Roman Senkerik:
DISH Solving the GNBG-generated Test Suite. GECCO Companion 2024: 19-20- [c208]Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Jozef Kovác, Roman Senkerik:
Measuring Population Diversity in Variable Dimension Search Spaces. GECCO Companion 2024: 1511-1519 - [c207]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 - [c206]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 - 2023
- [j37]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) - [c205]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 - [c204]Marcela Matusikova, Michal Pluhacek, Tomas Kadavy, Adam Viktorin, Roman Senkerik:
Exploring Adaptive Components of SOMA. GECCO Companion 2023: 1803-1811 - [c203]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 - [c202]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 - [c201]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms. GECCO Companion 2023: 2330-2336 - [c200]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 - [c199]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
- [j36]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) - [j35]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) - [c198]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Anezka Kazikova, Roman Senkerik:
Exploring clustering in SOMA. COMPENG 2022: 1-5 - [c197]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 - [c196]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 - [c195]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 - [c194]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 - [c193]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 - [i1]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
- [j34]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) - [j33]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) - [j32]Tomas Kadavy, Roman Senkerik, Michal Pluhacek, Adam Viktorin:
Orthogonal Learning Firefly Algorithm. Log. J. IGPL 29(2): 167-179 (2021) - [c192]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 - [c191]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 - [c190]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
- [j31]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) - [j30]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Analysing knowledge transfer in SHADE via complex network. Log. J. IGPL 28(2): 153-170 (2020) - [j29]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) - [j28]Marcin Korytkowski, Roman Senkerik, Magdalena M. Scherer, Rafal A. Angryk, Miroslaw Kordos, Agnieszka Siwocha:
Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic. J. Artif. Intell. Soft Comput. Res. 10(1): 57-69 (2020) - [j27]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
Chaos-enhanced multiple-choice strategy for particle swarm optimisation. Int. J. Parallel Emergent Distributed Syst. 35(6): 603-616 (2020) - [c189]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark. CEC 2020: 1-8 - [c188]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
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 2020: 9-10 - [c187]Ivan Zelinka, Roman Senkerik:
Swarm intelligence in cybersecurity. GECCO Companion 2020: 1313-1342 - [c186]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Self-organizing migrating algorithm with clustering-aided migration. GECCO Companion 2020: 1441-1447 - [c185]Roman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek:
Ensemble of strategies and perturbation parameter based SOMA for optimal stabilization of chaotic oscillations. GECCO Companion 2020: 1468-1475 - [c184]Anezka Kazikova, Krystian Lapa, Michal Pluhacek, Roman Senkerik:
Cascade PID Controller Optimization Using Bison Algorithm. ICAISC (1) 2020: 406-416 - [c183]Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka:
Is Chaotic Randomization Advantageous for Higher Dimensional Optimization Problems? ICAISC (2) 2020: 423-434 - [c182]Thanh Cong Truong, Quoc Bao Diep, Ivan Zelinka, Roman Senkerik:
Supervised Classification Methods for Fake News Identification. ICAISC (2) 2020: 445-454
2010 – 2019
- 2019
- [j26]Lukas Kralik, Roman Jasek, Petr Zacek, Roman Senkerik:
Agile approach in multi-criterial decision making. Int. J. Manuf. Technol. Manag. 33(3/4): 256-267 (2019) - [j25]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
Distance based parameter adaptation for Success-History based Differential Evolution. Swarm Evol. Comput. 50 (2019) - [c181]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
DISH Algorithm Solving the CEC 2019 100-Digit Challenge. CEC 2019: 1-6 - [c180]Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin:
The Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm Solving CEC 2019 100-Digit Challenge. CEC 2019: 372-375 - [c179]Roman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek:
Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization Problem. CEC 2019: 2872-2877 - [c178]Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin:
Introducing Self-Adaptive Parameters to Self-organizing Migrating Algorithm. CEC 2019: 2908-2914 - [c177]Anezka Kazikova, Zuzana Komínková Oplatková, Michal Pluhacek, Roman Senkerik:
Border Strategies Of The Bison Algorithm. ECMS 2019: 43-49 - [c176]Tomas Kadavy, Stanislav Kovar, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Evolutionary Algorithms Applied to a Shielding Enclosure Design. ICAISC (1) 2019: 445-455 - [c175]Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Anezka Kazikova, Quoc Bao Diep, Ivan Zelinka:
Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. ICAISC (1) 2019: 506-518 - [c174]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Analyzing Control Parameters in DISH. ICAISC (1) 2019: 519-529 - [c173]Quoc Bao Diep, Ivan Zelinka, Roman Senkerik:
An Algorithm for Swarm Robot to Avoid Multiple Dynamic Obstacles and to Catch the Moving Target. ICAISC (2) 2019: 666-675 - [c172]Thanh Cong Truong, Quoc Bao Diep, Ivan Zelinka, Roman Senkerik:
Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge. SEMCCO/FANCCO 2019: 13-20 - [c171]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
Self-organizing Migrating Algorithm with Non-binary Perturbation. SEMCCO/FANCCO 2019: 43-57 - [c170]Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin:
Boundary Strategies for Self-organizing Migrating Algorithm Analyzed Using CEC'17 Benchmark. SEMCCO/FANCCO 2019: 58-69 - [c169]Thanh Cong Truong, Ivan Zelinka, Roman Senkerik:
Neural Swarm Virus. SEMCCO/FANCCO 2019: 122-134 - [c168]Quoc Bao Diep, Ivan Zelinka, Swagatam Das, Roman Senkerik:
SOMA T3A for Solving the 100-Digit Challenge. SEMCCO/FANCCO 2019: 155-165 - [c167]Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka:
Insight into Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. SEMCCO/FANCCO 2019: 177-188 - [p7]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:
Towards Human Cell Simulation. High-Performance Modelling and Simulation for Big Data Applications 2019: 221-249 - [p6]Ales Zamuda, Vincenzo Crescimanna, Juan C. Burguillo, Joana Matos Dias, Katarzyna Wegrzyn-Wolska, Imen Rached, Horacio González-Vélez, Roman Senkerik, Claudia Pop, Tudor Cioara, Ioan Salomie, Andrea Bracciali:
Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-Oriented Survey of the State-of-the-Art in the Cloud Era. High-Performance Modelling and Simulation for Big Data Applications 2019: 325-349 - 2018
- [j24]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Modified progressive random walk with chaotic PRNG. Int. J. Parallel Emergent Distributed Syst. 33(5): 450-459 (2018) - [j23]Ivan Zelinka, Jouni Lampinen, Roman Senkerik, Michal Pluhacek:
Investigation on evolutionary algorithms powered by nonrandom processes. Soft Comput. 22(6): 1791-1801 (2018) - [j22]Eva Volná, Martin Kotyrba, Zuzana Komínková Oplatková, Roman Senkerik:
Elliott waves classification by means of neural and pseudo neural networks. Soft Comput. 22(6): 1803-1813 (2018) - [j21]Ivan Zelinka, Swagatam Das, Lubomir Sikora, Roman Senkerik:
Swarm virus - Next-generation virus and antivirus paradigm? Swarm Evol. Comput. 43: 207-224 (2018) - [c166]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Comparing Boundary Control Methods for Firefly Algorithm. BIOMA 2018: 163-173 - [c165]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy:
Population Diversity Analysis for the Chaotic Based Selection of Individuals in Differential Evolution. BIOMA 2018: 283-294 - [c164]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
How Distance Based Parameter Adaptation Affects Population Diversity. BIOMA 2018: 307-319 - [c163]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy, Ivan Zelinka:
Chaos Driven PSO with Attractive Search Space Border Points. CEC 2018: 1-6 - [c162]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy:
On the Population Diversity for the Chaotic Differential Evolution. CEC 2018: 1-8 - [c161]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Cluster Occurrence in the DbL_SHADE Population. CEC 2018: 1-8 - [c160]Anezka Kazikova, Michal Pluhacek, Roman Senkerik:
Performance of the Bison Algorithm on Benchmark IEEE CEC 2017. CSOS (2) 2018: 445-454 - [c159]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Distance vs. Improvement Based Parameter Adaptation in SHADE. CSOS (2) 2018: 455-464 - [c158]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Firefly Algorithm Enhanced by Orthogonal Learning. CSOS (2) 2018: 477-488 - [c157]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková:
On the Applicability of Random and the Best Solution Driven Metaheuristics for Analytic Programming and Time Series Regression. CSOS (2) 2018: 489-498 - [c156]Zuzana Komínková Oplatková, Adam Viktorin, Roman Senkerik:
Pseudo Neural Networks Via Analytic Programming With Direct Coding Of Constant Estimation. ECMS 2018: 143-149 - [c155]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
Study On Velocity Clamping In PSO Using CEC'13 Benchmark. ECMS 2018: 150-155 - [c154]Anezka Kazikova, Michal Pluhacek, Roman Senkerik:
Tuning Of The Bison Algorithm Control Parameter. ECMS 2018: 156-162 - [c153]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Comparative Study Of The Distance/Improvement Based SHADE. ECMS 2018: 163-169 - [c152]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Boundary Strategies For Firefly Algorithm Analysed Using CEC'17 Benchmark. ECMS 2018: 170-175 - [c151]Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Jakub Janostik, Zuzana Komínková Oplatková:
A Review On The Simulation of Social Networks Inside Heuristic Algorithms. ECMS 2018: 176-182 - [c150]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Orthogonal Learning Firefly Algorithm. HAIS 2018: 315-326 - [c149]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Multi-swarm Optimization Algorithm Based on Firefly and Particle Swarm Optimization Techniques. ICAISC (1) 2018: 405-416 - [c148]Anezka Kazikova, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
New Running Technique for the Bison Algorithm. ICAISC (1) 2018: 417-426 - [c147]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
Particle Swarm Optimization with Single Particle Repulsivity for Multi-modal Optimization. ICAISC (1) 2018: 486-494 - [c146]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka:
How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution. ICAISC (1) 2018: 524-535 - [c145]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
On the Prolonged Exploration of Distance Based Parameter Adaptation in SHADE. ICAISC (1) 2018: 561-571 - [c144]Zuzana Komínková Oplatková, Roman Senkerik, Adam Viktorin:
Differential Evolution and Analytic Programming in the case of Trigonometric Identities Discovery. IWSSIP 2018: 1-5 - [c143]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková:
Differential Evolution and Chaotic Series. IWSSIP 2018: 1-5 - [c142]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Addressing Premature Convergence with Distance based Parameter Adaptation in SHADE. IWSSIP 2018: 1-5 - [c141]Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang:
Tutorials at PPSN 2018. PPSN (2) 2018: 477-489 - [c140]Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin:
On the Performance Significance of Boundary Strategies for Firefly Algorithm. SSCI 2018: 765-769 - [c139]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
Why Simple Population Restart Does Not Work in PSO. SSCI 2018: 770-776 - 2017
- [j20]Roman Senkerik, Ivan Zelinka, Michal Pluhacek:
Chaos-Based Optimization - A Review. J. Adv. Eng. Comput. 1(1): 68-79 (2017) - [c138]Pavel Krömer, Milos Kudelka, Roman Senkerik, Michal Pluhacek:
Differential evolution with preferential interaction network. CEC 2017: 1916-1923 - [c137]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Towards Better Population Sizing for Differential Evolution Through Active Population Analysis with Complex Network. CISIS 2017: 225-235 - [c136]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
SHADE Algorithm Dynamic Analyzed Through Complex Network. COCOON 2017: 666-677 - [c135]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
The Influence of Archive Size to SHADE. CSOC (1) 2017: 517-527 - [c134]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Comparing Border Strategies for Roaming Particles on Single and Multi-swarm PSO. CSOC (1) 2017: 528-536 - [c133]Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy:
On the Randomization of Indices Selection for Differential Evolution. CSOC (1) 2017: 537-547 - [c132]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
SHADE Mutation Strategy Analysis Via Dynamic Simulation In Complex Network. ECMS 2017: 299-305 - [c131]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
Uncovering Communication Density In PSO Using Complex Network. ECMS 2017: 306-312 - [c130]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Firework Algorithm Dynamics Simulated And Analyzed With The Aid Of Complex Network. ECMS 2017: 313-318 - [c129]Roman Senkerik, Michal Pluhacek, Adam Viktorin, Zuzana Komínková Oplatková, Tomas Kadavy:
Simulation Of Chaotic Dynamics For Chaos Based Optimization - An Extended Study. ECMS 2017: 319-325 - [c128]Zuzana Komínková Oplatková, Adam Viktorin, Roman Senkerik, Tomás Urbánek:
Different Approaches For Constant Estimation In Analytic Programming. ECMS 2017: 326-332 - [c127]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO. HAIS 2017: 173-182 - [c126]Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka:
PSO with Partial Population Restart Based on Complex Network Analysis. HAIS 2017: 183-192 - [c125]Adam Viktorin, Michal Pluhacek, Roman Senkerik, Tomas Kadavy:
Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis. HAIS 2017: 662-673 - [c124]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka:
Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction. HAIS 2017: 686-698 - [c123]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Comparing Strategies for Search Space Boundaries Violation in PSO. ICAISC (2) 2017: 655-664 - [c122]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
PSO with Attractive Search Space Border Points. ICAISC (2) 2017: 665-675 - [c121]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka:
Differential Evolution Driven Analytic Programming for Prediction. ICAISC (2) 2017: 676-687 - [c120]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Archive Analysis in SHADE. ICAISC (2) 2017: 688-699 - [c119]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Enhanced Archive for SHADE. MENDEL 2017: 40-55 - [c118]Zuzana Komínková Oplatková, Adam Viktorin, Roman Senkerik:
Comparison of Three Novelty Approaches to Constants (Ks) Handling in Analytic Programming Powered by SHADE. MENDEL 2017: 134-145 - [c117]Anezka Kazikova, Michal Pluhacek, Roman Senkerik, Adam Viktorin:
Proposal of a New Swarm Optimization Method Inspired in Bison Behavior. MENDEL 2017: 146-156 - [c116]Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Zuzana Komínková Oplatková:
Randomization of Individuals Selection in Differential Evolution. MENDEL 2017: 180-191 - [c115]Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Partial population restart of firefly algorithm using complex network analysis. SSCI 2017: 1-7 - [c114]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
Exploring the shortest path in PSO communication network. SSCI 2017: 1-6 - [c113]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy:
How chaotic sequences and generator sequencing affect the particle trajectory in PSO. SSCI 2017: 1-8 - [c112]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková:
Performance comparison of differential evolution driving analytic programming for regression. SSCI 2017: 1-8 - [c111]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
Distance based parameter adaptation for differential evolution. SSCI 2017: 1-7 - [e10]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Zdenka Prokopova, Petr Silhavy:
Artificial Intelligence Trends in Intelligent Systems - Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 1. Advances in Intelligent Systems and Computing 573, 2017, ISBN 978-3-319-57260-4 [contents] - [e9]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Zdenka Prokopova, Petr Silhavy:
Cybernetics and Mathematics Applications in Intelligent Systems - Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 2. Advances in Intelligent Systems and Computing 574, 2017, ISBN 978-3-319-57263-5 [contents] - [e8]Radek Silhavy, Petr Silhavy, Zdenka Prokopova, Roman Senkerik, Zuzana Komínková Oplatková:
Software Engineering Trends and Techniques in Intelligent Systems - Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol 3. Advances in Intelligent Systems and Computing 575, 2017, ISBN 978-3-319-57140-9 [contents] - 2016
- [j19]Lukas Kralik, Roman Senkerik, Roman Jasek:
Model for comprehensive approach to security management. Int. J. Syst. Assur. Eng. Manag. 7(2): 129-137 (2016) - [c110]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Jakub Janostik, Donald Davendra:
Complex network analysis in PSO as an fitness landscape classifier. CEC 2016: 3332-3337 - [c109]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Donald Davendra:
On the influence of different randomization and complex network analysis for differential evolution. CEC 2016: 3346-3353 - [c108]Adam Viktorin, Michal Pluhacek, Roman Senkerik:
Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set. CEC 2016: 4797-4803 - [c107]Adam Viktorin, Michal Pluhacek, Roman Senkerik:
Lozi Map Generated Initial Population in Analytical Programming. CSOC (1) 2016: 297-306 - [c106]Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Zuzana Komínková Oplatková:
Study on the Time Development of Complex Network for Metaheuristic. CSOC (1) 2016: 525-533 - [c105]Adam Viktorin, Michal Pluhacek, Zuzana Komínková Oplatková, Roman Senkerik:
Analytical Programming With Extended Individuals. ECMS 2016: 237-244 - [c104]Michal Pluhacek, Roman Senkerik, Jakub Janostik, Adam Viktorin, Ivan Zelinka:
Study On Swarm Dynamics Converted Into Complex Network. ECMS 2016: 252-257 - [c103]Roman Senkerik, Michal Pluhacek, Adam Viktorin, Zuzana Komínková Oplatková:
On The Simulation Of Complex Chaotic Dynamics For Chaos Based Optimization. ECMS 2016: 258-264 - [c102]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka:
Multi-chaotic Approach for Particle Acceleration in PSO. HM 2016: 75-86 - [c101]Adam Viktorin, Roman Senkerik, Michal Pluhacek:
Hybridization of Chaotic Systems and Success-History Based Adaptive Differential Evolution. HM 2016: 145-156 - [c100]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka:
Chaos Enhanced Repulsive MC-PSO/DE Hybrid. ICAISC (1) 2016: 465-475 - [c99]Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Adam Viktorin, Jakub Janostik:
Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic. ICAISC (1) 2016: 493-504 - [c98]Adam Viktorin, Michal Pluhacek, Roman Senkerik:
Multi-chaotic System Induced Success-History Based Adaptive Differential Evolution. ICAISC (1) 2016: 517-527 - [c97]Adam Viktorin, Michal Pluhacek, Roman Senkerik:
Network Based Linear Population Size Reduction in SHADE. INCoS 2016: 86-93 - [c96]Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka:
Creating Complex Networks Using Multi-swarm PSO. INCoS 2016: 180-185 - [c95]Roman Senkerik, Adam Viktorin, Michal Pluhacek:
On the Transforming of the Indices Selection Mechanism inside Differential Evolution into Complex Network. INCoS 2016: 186-192 - [c94]Ivan Zelinka, Lumír Kojecký, Roman Senkerik:
Strange Nonchaotic Attractors in Evolutionary Processing of Astroinformatic Big Data. MICAI (Special Session) 2016: 75-79 - [c93]Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Adam Viktorin:
Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms. MICAI (2) 2016: 151-161 - [c92]Michal Pluhacek, Tomas Kadavy, Roman Senkerik, Adam Viktorin, Ivan Zelinka:
Comparing selected PSO modifications on CEC 15 benchmark set. SSCI 2016: 1-6 - [c91]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Ales Zamuda:
Steady success clusters in Differential Evolution. SSCI 2016: 1-8 - [e7]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Petr Silhavy, Zdenka Prokopova:
Artificial Intelligence Perspectives in Intelligent Systems - Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 1. Advances in Intelligent Systems and Computing 464, Springer 2016, ISBN 978-3-319-33623-7 [contents] - [e6]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Petr Silhavy, Zdenka Prokopova:
Software Engineering Perspectives and Application in Intelligent Systems - Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 2. Advances in Intelligent Systems and Computing 465, Springer 2016, ISBN 978-3-319-33620-6 [contents] - [e5]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Petr Silhavy, Zdenka Prokopova:
Automation Control Theory Perspectives in Intelligent Systems - Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 3. Advances in Intelligent Systems and Computing 466, Springer 2016, ISBN 978-3-319-33387-8 [contents] - 2015
- [j18]Ivan Zelinka, Donald David Davendra, Roman Senkerik, Michal Pluhacek:
Investigation on evolutionary predictive control of chemical reactor. J. Appl. Log. 13(2): 156-166 (2015) - [j17]Ivan Zelinka, Jouni Lampinen, Václav Snásel, Roman Senkerik:
Recent advances in swarm and evolutionary computation-foreword. Swarm Evol. Comput. 25: 1 (2015) - [j16]Michal Pluhacek, Roman Senkerik, Donald Davendra:
Chaos particle swarm optimization with Eensemble of chaotic systems. Swarm Evol. Comput. 25: 29-35 (2015) - [c90]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Chaos PSO with Super-Sized Swarm - Initial Study. AECIA 2015: 527-535 - [c89]Michal Pluhacek, Jakub Janostik, Roman Senkerik, Ivan Zelinka, Donald Davendra:
PSO as Complex Network - Capturing the Inner Dynamics - Initial Study. AECIA 2015: 551-559 - [c88]Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Particle Swarm Optimizer with Diversity Measure Based on Swarm Representation in Complex Network. AECIA 2015: 561-569 - [c87]Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Frantisek Spacek:
Capturing Inner Dynamics of Firefly Algorithm in Complex Network - Initial Study. AECIA 2015: 571-577 - [c86]Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Jakub Janostik:
Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic. AECIA 2015: 591-601 - [c85]Michal Pluhacek, Roman Senkerik, Donald Davendra:
Multiple Choice strategy with Dimensional mutation for PSO algorithm enhanced with chaotic Dissipative Standard Map. CEC 2015: 1404-1409 - [c84]Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková, Donald Davendra:
On the parameter settings for the chaotic dynamics embedded differential evolution. CEC 2015: 1410-1417 - [c83]Roman Zak, Jaromir Svejda, Roman Jasek, Roman Senkerik:
The Architecture of Software Interface for BCI System. CSOC (2) 2015: 307-316 - [c82]Petr Capek, Erik Kral, Roman Senkerik:
A Multiplatform Comparison of a Dynamic Compilation Using Roslyn and Mathematical Parser Libraries in .NET for Expression Evaluation. CSOC (2) 2015: 349-358 - [c81]Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková:
An Initial Study on the New Adaptive Approach for Multi-chaotic Differential Evolution. CSOC (1) 2015: 355-362 - [c80]Jaromir Svejda, Roman Zak, Roman Senkerik, Roman Jasek:
Using Brain - Computer Interface For Control Robot Movement. ECMS 2015: 475-480 - [c79]Lukas Kralik, Roman Senkerik, Roman Jasek:
Proposal Of Evaluation Criteria For Free And Open Source Tools For Modelling And Support Of IT Service Management According To ITIL. ECMS 2015: 537-542 - [c78]Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková:
Simulation Of Time-Continuous Chaotic UEDA Oscillator As The Generator Of Random Numbers For Heuristic. ECMS 2015: 543-548 - [c77]Zuzana Komínková Oplatková, Roman Senkerik:
Prediction Of Raw Material Batches For The Production Of Clinker By Means Of Artificial Neural Networks -Analysis Of Behaviour. ECMS 2015: 570-575 - [c76]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
MC-PSO/DE Hybrid with Repulsive Strategy - Initial Study. HAIS 2015: 213-220 - [c75]Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Jakub Janostik:
New Adaptive Approach for Multi-chaotic Differential Evolution Concept. HAIS 2015: 234-243 - [c74]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation. ICAISC (1) 2015: 370-378 - [c73]Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková, Roman Jasek:
On the Tuning of Complex Dynamics Embedded into Differential Evolution. ICAISC (1) 2015: 389-399 - [c72]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
The Initial Study on the Potential of Super-Sized Swarm in PSO. MENDEL 2015: 127-135 - [c71]Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková, Jakub Janostik:
Hybridization of Adaptivity and Chaotic Dynamics for Differential Evolution. MENDEL 2015: 149-158 - [c70]Zuzana Komínková Oplatková, Roman Senkerik:
Cost Functions Based on Different Types of Distance Measurements for Pseudo Neural Network Synthesis. MENDEL 2015: 291-301 - [e4]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Zdenka Prokopova, Petr Silhavy:
Artificial Intelligence Perspectives and Applications - Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 1: Artificial Intelligence Perspectives and Applications. Advances in Intelligent Systems and Computing 347, Springer 2015, ISBN 978-3-319-18475-3 [contents] - [e3]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Zdenka Prokopova, Petr Silhavy:
Intelligent Systems in Cybernetics and Automation Theory - Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 2: Intelligent Systems in Cybernetics and Automation Theory. Advances in Intelligent Systems and Computing 348, Springer 2015, ISBN 978-3-319-18502-6 [contents] - [e2]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Zdenka Prokopova, Petr Silhavy:
Software Engineering in Intelligent Systems - Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 3: Software Engineering in Intelligent Systems. Advances in Intelligent Systems and Computing 349, Springer 2015, ISBN 978-3-319-18472-2 [contents] - 2014
- [j15]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Particle swarm optimization algorithm driven by multichaotic number generator. Soft Comput. 18(4): 631-639 (2014) - [j14]Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Bronislav Chramcov, Donald Davendra, Michal Pluhacek:
Utilization of analytic programming for the evolutionary synthesis of the robust multi-chaotic controller for selected sets of discrete chaotic systems. Soft Comput. 18(4): 651-668 (2014) - [j13]Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Magdalena Bialic-Davendra:
Utilising the chaos-induced discrete self organising migrating algorithm to solve the lot-streaming flowshop scheduling problem with setup time. Soft Comput. 18(4): 669-681 (2014) - [c69]Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek:
Scatter Search Algorithm with chaos based stochasticity. IEEE Congress on Evolutionary Computation 2014: 860-866 - [c68]Ivan Zelinka, Donald Davendra, Jouni Lampinen, Roman Senkerik, Michal Pluhacek:
Evolutionary algorithms dynamics and its hidden complex network structures. IEEE Congress on Evolutionary Computation 2014: 3246-3251 - [c67]Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková:
Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem. CISIM 2014: 67-76 - [c66]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Chaos Driven Particle Swarm Optimization with Basic Particle Performance Evaluation - An Initial Study. CISIM 2014: 445-454 - [c65]Ivan Zelinka, Petr Saloun, Roman Senkerik:
Chaos Powered Grammatical Evolution. CISIM 2014: 455-464 - [c64]Jaromir Svejda, Roman Zak, Roman Jasek, Roman Senkerik:
On the Simulation of the Brain Activity: A Brief Survey. CSOC 2014: 105-115 - [c63]Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Zuzana Komínková Oplatková:
Utilization of the Discrete Chaotic Systems as the Pseudo Random Number Generators. CSOC 2014: 155-164 - [c62]Zuzana Komínková Oplatková, Roman Senkerik:
MIMO Pseudo Neural Networks for Iris Data Classification. CSOC 2014: 165-176 - [c61]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
Performance Comparison Of Evolutionary Techniques Enhanced By Lozi Chaotic Map In The Task Of Reactor Geometry Optimization. ECMS 2014: 371-376 - [c60]Roman Zak, Jaromir Svejda, Roman Senkerik, Roman Jasek:
Analysis Of EEG Signal For Using In Biometrical Classification. ECMS 2014: 377-381 - [c59]Zuzana Komínková Oplatková, Roman Senkerik, Ales Kominek:
Pseudo Neural Networks For Iris Data Classification. ECMS 2014: 387-392 - [c58]Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková:
Simulation Of The Differential Evolution Performance Dependency On Switching Of The Driving Chaotic Systems. ECMS 2014: 393-398 - [c57]Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková:
Performance Testing of Multi-Chaotic Differential Evolution Concept on Shifted Benchmark Functions. HAIS 2014: 306-317 - [c56]Donald Davendra, Ivan Zelinka, Roman Senkerik, Michal Pluhacek:
Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial Optimisation Problem. IBICA 2014: 141-150 - [c55]Dora Lapkova, Michal Pluhacek, Zuzana Komínková Oplatková, Roman Senkerik, Milan Adamek:
Application of Neural Networks for the Classification of Gender from Kick Force Profile - A Small Scale Study. IBICA 2014: 429-438 - [c54]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation. ICAISC (1) 2014: 395-405 - [c53]Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková:
Multi-chaotic Differential Evolution: A Preliminary Study. ICAISC (1) 2014: 416-427 - [c52]Ivan Zelinka, Donald Davendra, Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková:
On Convergence of Evolutionary Algorithms Powered by Non-random Generators. ICAISC (1) 2014: 492-502 - [c51]Donald Davendra, Ivan Zelinka, Magdalena Metlicka, Roman Senkerik, Michal Pluhacek:
Complex network analysis of differential evolution algorithm applied to flowshop with no-wait problem. SDE 2014: 65-72 - [c50]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
Gathering algorithm: A new concept of PSO based metaheuristic with dimensional mutation. SIS 2014: 42-47 - [e1]Radek Silhavy, Roman Senkerik, Zuzana Komínková Oplatková, Petr Silhavy, Zdenka Prokopova:
Modern Trends and Techniques in Computer Science - 3rd Computer Science On-line Conference 2014 (CSOC 2014). Advances in Intelligent Systems and Computing 285, Springer 2014, ISBN 978-3-319-06739-1 [contents] - 2013
- [j12]Michal Pluhacek, Roman Senkerik, Donald Davendra, Zuzana Komínková Oplatková, Ivan Zelinka:
On the behavior and performance of chaos driven PSO algorithm with inertia weight. Comput. Math. Appl. 66(2): 122-134 (2013) - [j11]Zuzana Komínková Oplatková, Roman Senkerik, Ivan Zelinka, Michal Pluhacek:
Analytic programming in the task of evolutionary synthesis of a controller for high order oscillations stabilization of discrete chaotic systems. Comput. Math. Appl. 66(2): 177-189 (2013) - [j10]Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Roman Jasek:
An investigation on evolutionary reconstruction of continuous chaotic systems. Math. Comput. Model. 57(1-2): 2-15 (2013) - [j9]Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Donald Davendra:
Synthesis of feedback controller for three selected chaotic systems by means of evolutionary techniques: Analytic programming. Math. Comput. Model. 57(1-2): 57-67 (2013) - [j8]Donald Davendra, Ivan Zelinka, Magdalena Bialic-Davendra, Roman Senkerik, Roman Jasek:
Discrete Self-Organising Migrating Algorithm for flow-shop scheduling with no-wait makespan. Math. Comput. Model. 57(1-2): 100-110 (2013) - [c49]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
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 2013: 2007-2011 - [c48]Ivan Zelinka, Roman Senkerik, Michal Pluhacek:
Do evolutionary algorithms indeed require randomness? IEEE Congress on Evolutionary Computation 2013: 2283-2289 - [c47]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
Chaos PSO algorithm driven alternately by two different chaotic maps - An initial study. IEEE Congress on Evolutionary Computation 2013: 2444-2449 - [c46]Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková, Donald Davendra, Ivan Zelinka:
Investigation on the Differential Evolution driven by selected six chaotic systems in the task of reactor geometry optimization. IEEE Congress on Evolutionary Computation 2013: 3087-3094 - [c45]Zuzana Komínková Oplatková, Roman Senkerik:
Iris Data Classification By Means Of Pseudo Neural Networks Based On Evolutionary Symbolic Regression. ECMS 2013: 355-360 - [c44]Donald Davendra, Magdalena Bialic-Davendra, Roman Senkerik, Michal Pluhacek:
Scheduling The Flow Shop With Blocking Problem With The Chaos-Induced Discrete Self Organising Migrating Algorithm. ECMS 2013: 386-392 - [c43]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
Multiple Choice Strategy For PSO Algorithm - Performance Analysis On Shifted Test Functions. ECMS 2013: 393-397 - [c42]Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Michal Pluhacek:
Analytic Programming In The Task Of Evolutionary Synthesis Of The Robust Controller For Selected Discrete Chaotic Systems. ECMS 2013: 398-404 - [c41]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Multiple Choice Strategy - A Novel Approach for Particle Swarm Optimization - Preliminary Study. ICAISC (2) 2013: 36-45 - [c40]Roman Senkerik, Donald Davendra, Ivan Zelinka, Michal Pluhacek, Zuzana Komínková Oplatková:
Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization. ICAISC (2) 2013: 56-66 - [c39]Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Magdalena Bialic-Davendra:
Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup Time. NOSTRADAMUS 2013: 31-45 - [c38]Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen:
Hidden Periodicity - Chaos Dependance on Numerical Precision. NOSTRADAMUS 2013: 47-59 - [c37]Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen:
Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study. NOSTRADAMUS 2013: 61-75 - [c36]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps - An Initial Study. NOSTRADAMUS 2013: 77-87 - [c35]Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra:
On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems. NOSTRADAMUS 2013: 89-99 - [c34]Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Michal Pluhacek:
Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems. NOSTRADAMUS 2013: 101-110 - [c33]Zuzana Komínková Oplatková, Roman Senkerik:
Evolutionary Synthesis of Complex Structures - Pseudo Neural Networks for the Task of Iris Dataset Classification. NOSTRADAMUS 2013: 211-220 - [c32]Donald Davendra, Magdalena Bialic-Davendra, Roman Senkerik:
Scheduling the Lot-Streaming Flowshop scheduling problem with setup time with the chaos-induced Enhanced Differential Evolution. SDE 2013: 119-126 - [c31]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making - A Preliminary Study. SOCO-CISIS-ICEUTE 2013: 21-30 - [c30]Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Zuzana Komínková Oplatková, Radek Vala, Roman Jasek:
Performance of Chaos Driven Differential Evolution on Shifted Benchmark Functions Set. SOCO-CISIS-ICEUTE 2013: 41-50 - [p5]Ivan Zelinka, Donald Davendra, Mohammed Chadli, Roman Senkerik, Tran Trong Dao, Lenka Skanderová:
Evolutionary Dynamics as The Structure of Complex Networks. Handbook of Optimization 2013: 215-243 - [p4]Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Donald Davendra, Roman Jasek:
Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches. Handbook of Optimization 2013: 801-820 - [p3]Zuzana Oplatková, Jiri Holoska, Michal Procházka, Roman Senkerik, Roman Jasek:
Optimization of Artificial Neural Network Structure in the Case of Steganalysis. Handbook of Optimization 2013: 821-843 - 2012
- [j7]Donald Davendra, Ivan Zelinka, Magdalena Bialic-Davendra, Roman Senkerik, Roman Jasek:
Clustered enhanced differential evolution for the blocking flow shop scheduling problem. Central Eur. J. Oper. Res. 20(4): 679-717 (2012) - [j6]Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Donald Davendra:
Evolutionary Chaos Controller Synthesis for Stabilizing Chaotic Hénon Maps. Complex Syst. 20(3) (2012) - [j5]Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková, Roman Jasek:
Performance Comparison of differential Evolution and SOMA on Chaos Control Optimization Problems. Int. J. Bifurc. Chaos 22(8) (2012) - [j4]Ivan Zelinka, Donald Davendra, Roman Jasek, Roman Senkerik:
Investigation on Visualization, Analysis, and Control of Complex Networks Dynamics. Int. J. Energy Optim. Eng. 1(3): 48-73 (2012) - [c29]Donald Davendra, Jan Gaura, Magdalena Bialic-Davendra, Roman Senkerik:
CUDA Based Enhanced Differential Evolution: A Computational Analysis. ECMS 2012: 399-404 - [c28]Michal Pluhacek, Roman Senkerik, Donald Davendra, Ivan Zelinka:
Designing PID Controller For DC Motor System By Means Of Enhanced PSO Algorithm With Discrete Chaotic Lozi Map. ECMS 2012: 405-409 - [c27]Zuzana Oplatková, Roman Senkerik, Ivan Zelinka, Donald Davendra:
Utilization Of Analytic Programming For The Stabilization Of High Order Oscillations Of Chaotic Hénon Map. ECMS 2012: 410-416 - [c26]Roman Senkerik, Zuzana Oplatková, Donald Davendra, Ivan Zelinka:
Evolutionary and Meta-evolutionary Approach for the Optimization of Chaos Control. ICAISC (SIDE-EC) 2012: 350-358 - [c25]Roman Senkerik:
On the Evolutionary Optimization of Chaos Control - A Brief Survey. NOSTRADAMUS 2012: 35-48 - [c24]Michal Pluhacek, Roman Senkerik, Ivan Zelinka:
Impact of Various Chaotic Maps on the Performance of Chaos Enhanced PSO Algorithm with Inertia Weight - An Initial Study. NOSTRADAMUS 2012: 153-166 - [c23]Michal Pluhacek, Vera Budikova, Roman Senkerik, Zuzana Oplatková, Ivan Zelinka:
Extended Initial Study on the Performance of Enhanced PSO Algorithm with Lozi Chaotic Map. NOSTRADAMUS 2012: 167-177 - [c22]Roman Senkerik, Zuzana Oplatková, Ivan Zelinka:
Evolutionary Synthesis of Control Rules by Means of Analytic Programming for the Purpose of High Order Oscillations Stabilization of Evolutionary Synthesized Chaotic System. NOSTRADAMUS 2012: 191-201 - [c21]Ivan Zelinka, Lenka Skanderová, Mohammed Chadli, Tomas Brandejsky, Roman Senkerik:
Evolutionary Identification and Synthesis of Predictive Models. NOSTRADAMUS 2012: 261-272 - [c20]Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková, Michal Pluhacek:
Optimization of the Batch Reactor by Means of Chaos Driven Differential Evolution. SOCO 2012: 93-102 - [c19]Michal Pluhacek, Roman Senkerik, Donald Davendra, Ivan Zelinka:
Designing PID Controller for DC Motor by Means of Enhanced PSO Algorithm with Dissipative Chaotic Map. SOCO 2012: 475-483 - [p2]Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Roman Jasek:
Application of Analytic Programming for Evolutionary Synthesis of Control Law - Introduction of Two Approaches. Advances in Intelligent Modelling and Simulation 2012: 253-268 - 2011
- [j3]Ivan Zelinka, Donald Davendra, Roman Senkerik, Roman Jasek:
Do Evolutionary Algorithm Dynamics Create Complex Network Structures? Complex Syst. 20(2) (2011) - [c18]Martin Kotyrba, Zuzana Oplatková, Eva Volná, Roman Senkerik, Vaclav Kocian, Michal Janosek:
Time Series Pattern Recognition via SoftComputing. 3PGCIC 2011: 384-389 - [c17]Zuzana Oplatková, Roman Senkerik:
Classification with Pseudo Neural Networks Based on Evolutionary Symbolic Regression. 3PGCIC 2011: 396-401 - [c16]Zuzana Oplatková, Jiri Holoska, Ivan Zelinka, Roman Senkerik, Roman Jasek:
Steganalysis Of PQ Algorithm By Means Of Neural Networks. ECMS 2011: 446-451 - [c15]Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Roman Jasek:
Evolutionary Synthesis Of Control Law For Higher Periodic Orbits Of Chaotic Logistic Equation. ECMS 2011: 452-458 - 2010
- [j2]Roman Senkerik, Ivan Zelinka, Donald Davendra, Zuzana Oplatková:
Utilization of SOMA and differential evolution for robust stabilization of chaotic Logistic equation. Comput. Math. Appl. 60(4): 1026-1037 (2010) - [j1]Donald Davendra, Ivan Zelinka, Roman Senkerik:
Chaos driven evolutionary algorithms for the task of PID control. Comput. Math. Appl. 60(4): 1088-1104 (2010) - [c14]Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková:
Chaos driven Differential Evolution in the task of chaos control optimization. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c13]Ivan Zelinka, Donald Davendra, Václav Snásel, Roman Jasek, Roman Senkerik, Zuzana Oplatková:
Preliminary investigation on relations between complex networks and evolutionary algorithms dynamics. CISIM 2010: 148-153 - [c12]Zuzana Oplatková, Roman Senkerik, Ivan Zelinka, Jiri Holoska:
Synthesis Of Control Law For Chaotic Henon System Preliminary Study. ECMS 2010: 277-282 - [p1]Roman Senkerik, Ivan Zelinka, Donald Davendra, Zuzana Oplatková:
Evolutionary Design of Chaos Control in 1D. Evolutionary Algorithms and Chaotic Systems 2010: 165-190
2000 – 2009
- 2009
- [c11]Zuzana Oplatková, Jiri Holoska, Ivan Zelinka, Roman Senkerik:
Detection of Steganography Inserted by OutGuess and Steghide by Means of Neural Networks. Asia International Conference on Modelling and Simulation 2009: 7-12 - [c10]Roman Senkerik, Ivan Zelinka, Zuzana Oplatková:
Comparison of Differential Evolution and SOMA in the task of chaos control optimization - Extended study: Complex target CF. IEEE Congress on Evolutionary Computation 2009: 2825-2832 - [c9]Roman Senkerik, Ivan Zelinka, Zuzana Oplatková:
Design Of Advanced Targeting Cost Function For Evolutionary Optimization Of Chaos Control. ECMS 2009: 122-128 - [c8]Roman Senkerik, Ivan Zelinka, Zuzana Oplatková:
Evolutionary blackbox control of Logistic equation. ECC 2009: 2652-2657 - 2008
- [c7]Roman Senkerik, Ivan Zelinka, Zuzana Oplatková:
Evolutionary Techniques for Deterministic Chaos Control. EIAT/IETA 2008: 391-396 - [c6]Ivan Zelinka, Roman Senkerik, Zuzana Oplatková:
Performance Comparison of Evolutionary Algorithms in the Task of Optimization of Chaos Control. DEXA Workshops 2008: 514-518 - [c5]Ivan Zelinka, Roman Senkerik, Zuzana Oplatková:
Evolutionary Synthesis of Complex Structures. DEXA Workshops 2008: 537-543 - [c4]Zuzana Oplatková, Jiri Holoska, Ivan Zelinka, Roman Senkerik:
Steganography Detection by Means of Neural Networks. DEXA Workshops 2008: 571-575 - [c3]Ivan Zelinka, Roman Senkerik, Zuzana Oplatková:
Evolutionary Scanning and Neural Network Optimization. DEXA Workshops 2008: 576-582 - 2007
- [c2]Roman Senkerik, Ivan Zelinka, Donald Davendra:
Comparison of evolutionary algorithms in the task of chaos control optimization. IEEE Congress on Evolutionary Computation 2007: 3952-3958 - [c1]Ivan Zelinka, Roman Senkerik, Eduard Navratil:
Optimization of Chaos Control by Means of Evolutionary Algorithms. DEXA Workshops 2007: 163-167
Coauthor Index
Donald Davendra
aka: Donald David Davendra
aka: Donald David Davendra
[c110] [c109] [j18] [j16] [c89] [c86] [c85] [c84] [c78] [c76] [c75] [c74] [c73] [c71] [j14] [j13] [c69] [c68] [c67] [c61] [c58] [c57] [c56] [c53] [c52] [c51] [c50] [j12] [j10] [j9] [j8] [c47] [c46] [c44] [c43] [c40] [c39] [c38] [c37] [c36] [c35] [c32] [p5] [p4] [j7] [j6] [j5] [j4] [c29] [c28] [c27] [c26] [c20] [c19] [j3] [j2] [j1] [c14] [c13] [p1] [c2]
[c209] [c208] [c207] [c206] [c205] [c204] [c203] [c202] [c201] [c200] [c199] [j35] [c198] [c197] [j32] [c192] [c191] [c190] [j30] [j29] [j27] [c189] [c188] [c186] [c185] [c183] [j25] [c181] [c180] [c179] [c178] [c176] [c175] [c174] [c171] [c170] [c167] [p7] [j24] [c166] [c165] [c164] [c163] [c162] [c161] [c159] [c158] [c157] [c155] [c153] [c152] [c151] [c150] [c149] [c147] [c146] [c145] [c143] [c142] [c140] [c139] [c137] [c136] [c135] [c134] [c133] [c132] [c131] [c130] [c129] [c127] [c126] [c125] [c124] [c123] [c122] [c121] [c120] [c119] [c116] [c115] [c114] [c113] [c112] [c111] [c92]
Zuzana Komínková Oplatková
aka: Zuzana Oplatková
aka: Zuzana Oplatková
[c202] [c199] [c195] [c194] [c193] [i1] [c177] [p7] [j22] [c157] [c156] [c151] [c144] [c143] [c129] [c128] [c118] [c116] [c112] [e10] [e9] [e8] [c106] [c105] [c103] [e7] [e6] [e5] [c84] [c81] [c78] [c77] [c73] [c71] [c70] [e4] [e3] [e2] [j14] [c67] [c63] [c62] [c59] [c58] [c57] [c55] [c53] [c52] [e1] [j12] [j11] [j9] [c46] [c45] [c42] [c40] [c34] [c33] [c30] [p4] [p3] [j6] [j5] [c27] [c26] [c23] [c22] [c20] [p2] [c18] [c17] [c16] [c15] [j2] [c14] [c13] [c12] [p1] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]
[c209] [c208] [c207] [c206] [c205] [c204] [c203] [c202] [c201] [c200] [c199] [j35] [c198] [c197] [j34] [j32] [c192] [c191] [c190] [j30] [j29] [j27] [c189] [c188] [c186] [c185] [c184] [c183] [j25] [c181] [c180] [c179] [c178] [c177] [c176] [c175] [c174] [c171] [c170] [c167] [j24] [j23] [c166] [c165] [c164] [c163] [c162] [c161] [c160] [c159] [c158] [c157] [c155] [c154] [c153] [c152] [c151] [c150] [c149] [c148] [c147] [c146] [c145] [c143] [c142] [c140] [c139] [j20] [c138] [c137] [c136] [c135] [c134] [c133] [c132] [c131] [c130] [c129] [c127] [c126] [c125] [c124] [c123] [c122] [c121] [c120] [c119] [c117] [c116] [c115] [c114] [c113] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c93] [c92] [c91] [j18] [j16] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c81] [c78] [c76] [c75] [c74] [c73] [c72] [c71] [j15] [j14] [j13] [c69] [c68] [c67] [c66] [c63] [c61] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [j12] [j11] [c49] [c48] [c47] [c46] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c31] [c30] [c28] [c24] [c23] [c20] [c19]
[c209] [c208] [c207] [c206] [j37] [c205] [c204] [c203] [c202] [c201] [c200] [c199] [j36] [j35] [c198] [c197] [j32] [c192] [c191] [c190] [j30] [j29] [j27] [c189] [c188] [c186] [c185] [c183] [j25] [c181] [c180] [c179] [c178] [c176] [c175] [c174] [c171] [c170] [c167] [p7] [j24] [c166] [c165] [c164] [c163] [c162] [c161] [c159] [c158] [c157] [c156] [c155] [c153] [c152] [c151] [c150] [c149] [c148] [c147] [c146] [c145] [c144] [c143] [c142] [c140] [c139] [c137] [c136] [c135] [c134] [c133] [c132] [c131] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [c122] [c121] [c120] [c119] [c118] [c117] [c116] [c115] [c114] [c113] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c93] [c92] [c91]
[j36] [c196] [j29] [c187] [c183] [c182] [c175] [c173] [c172] [c169] [c168] [c167] [j23] [j21] [c163] [c146] [j20] [c126] [c124] [c121] [c104] [c102] [c100] [c99] [c96] [c94] [c93] [c92] [j18] [j17] [c90] [c89] [c88] [c87] [c86] [c78] [c76] [c75] [c74] [c73] [c72] [c71] [j15] [j14] [j13] [c69] [c68] [c67] [c66] [c65] [c63] [c61] [c58] [c57] [c56] [c54] [c53] [c52] [c51] [c50] [j12] [j11] [j10] [j9] [j8] [c49] [c48] [c47] [c46] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c31] [c30] [p5] [p4] [j7] [j6] [j5] [j4] [c28] [c27] [c26] [c24] [c23] [c22] [c21] [c20] [c19] [p2] [j3] [c16] [c15] [j2] [j1] [c14] [c13] [c12] [p1] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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