Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "Roman Senkerik"
download as .bib file
@inproceedings{DBLP:conf/gecco/PluhacekKJKSV24,
author = {Michal Pluhacek and
Jozef Kov{\'{a}}c and
Peter Janku and
Tomas Kadavy and
Roman Senkerik and
Adam Viktorin},
title = {A Critical Examination of Large Language Model Capabilities in Iteratively
Refining Differential Evolution Algorithm},
booktitle = {{GECCO} Companion},
pages = {1855--1862},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/gecco/PluhacekKVJKS24,
author = {Michal Pluhacek and
Jozef Kov{\'{a}}c and
Adam Viktorin and
Peter Janku and
Tomas Kadavy and
Roman Senkerik},
title = {Using {LLM} for Automatic Evolvement of Metaheuristics from Swarm
Algorithm {SOMA}},
booktitle = {{GECCO} Companion},
pages = {2018--2022},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/gecco/PluhacekVKKS24,
author = {Michal Pluhacek and
Adam Viktorin and
Tomas Kadavy and
Jozef Kov{\'{a}}c and
Roman Senkerik},
title = {Measuring Population Diversity in Variable Dimension Search Spaces},
booktitle = {{GECCO} Companion},
pages = {1511--1519},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/gecco/ViktorinPKKJS24,
author = {Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy and
Jozef Kov{\'{a}}c and
Peter Janku and
Roman Senkerik},
title = {{DISH} Solving the GNBG-generated Test Suite},
booktitle = {{GECCO} Companion},
pages = {19--20},
publisher = {{ACM}},
year = {2024}
}
@article{DBLP:journals/candie/ViktorinHNSS23,
author = {Adam Viktorin and
Dusan Hrabec and
Vlastim{\'{\i}}r Nevrl{\'{y}} and
Radovan Sompl{\'{a}}k and
Roman Senkerik},
title = {Hierarchical clustering-based algorithms for optimal waste collection
point locations in large-scale problems: {A} framework development
and case study},
journal = {Comput. Ind. Eng.},
volume = {178},
pages = {109142},
year = {2023}
}
@inproceedings{DBLP:conf/gecco/KadavyPVS23,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Exploring the Frequency of Boundary Control Methods Activation in
Metaheuristic Algorithms},
booktitle = {{GECCO} Companion},
pages = {2330--2336},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/gecco/KadavyVKPS23,
author = {Tomas Kadavy and
Adam Viktorin and
Anezka Kazikova and
Michal Pluhacek and
Roman Senkerik},
title = {Impact of Boundary Control Methods on Bound-constrained Optimization
Benchmarking},
booktitle = {{GECCO} Companion},
pages = {25--26},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/gecco/MatusikovaPKVS23,
author = {Marcela Matusikova and
Michal Pluhacek and
Tomas Kadavy and
Adam Viktorin and
Roman Senkerik},
title = {Exploring Adaptive Components of {SOMA}},
booktitle = {{GECCO} Companion},
pages = {1803--1811},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/gecco/PluhacekKKVS23,
author = {Michal Pluhacek and
Anezka Kazikova and
Tomas Kadavy and
Adam Viktorin and
Roman Senkerik},
title = {Leveraging Large Language Models for the Generation of Novel Metaheuristic
Optimization Algorithms},
booktitle = {{GECCO} Companion},
pages = {1812--1820},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/gecco/SenkerikKJPGPMV23,
author = {Roman Senkerik and
Tomas Kadavy and
Peter Janku and
Michal Pluhacek and
Hubert Guzowski and
Libor Pekar and
Radek Matusu and
Adam Viktorin and
Maciej Smolka and
Aleksander Byrski and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Maximizing Efficiency: {A} Comparative Study of {SOMA} Algorithm Variants
and Constraint Handling Methods for Time Delay System Optimization},
booktitle = {{GECCO} Companion},
pages = {1821--1829},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/smc/PluhacekKVKS23,
author = {Michal Pluhacek and
Anezka Kazikova and
Adam Viktorin and
Tomas Kadavy and
Roman Senkerik},
title = {Investigating the Potential of AI-Driven Innovations for Enhancing
Differential Evolution in Optimization Tasks},
booktitle = {{SMC}},
pages = {1070--1075},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/smc/SenkerikBGJKOMP23,
author = {Roman Senkerik and
Aleksander Byrski and
Hubert Guzowski and
Peter Janku and
Tomas Kadavy and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Radek Matusu and
Michal Pluhacek and
Libor Pekar and
Maciej Smolka and
Adam Viktorin},
title = {Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics},
booktitle = {{SMC}},
pages = {1084--1089},
publisher = {{IEEE}},
year = {2023}
}
@article{DBLP:journals/swevo/GhoshDDSVZM22,
author = {Arka Ghosh and
Swagatam Das and
Asit Kumar Das and
Roman Senkerik and
Adam Viktorin and
Ivan Zelinka and
Antonio David Masegosa},
title = {Using spatial neighborhoods for parameter adaptation: An improved
success history based differential evolution},
journal = {Swarm Evol. Comput.},
volume = {71},
pages = {101057},
year = {2022}
}
@article{DBLP:journals/tec/KadavyVKPS22,
author = {Tomas Kadavy and
Adam Viktorin and
Anezka Kazikova and
Michal Pluhacek and
Roman Senkerik},
title = {Impact of Boundary Control Methods on Bound-Constrained Optimization
Benchmarking},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1271--1280},
year = {2022}
}
@inproceedings{DBLP:conf/compeng/KadavyPVKS22,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Anezka Kazikova and
Roman Senkerik},
title = {Exploring clustering in {SOMA}},
booktitle = {{COMPENG}},
pages = {1--5},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/compeng/PluhacekKKVS22,
author = {Michal Pluhacek and
Tomas Kadavy and
Anezka Kazikova and
Adam Viktorin and
Roman Senkerik},
title = {Inner Dynamics of Particle Swarm Optimization Interpreted by Complex
Network Analysis},
booktitle = {{COMPENG}},
pages = {1--5},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/icaisc/ToaiSZUHH22,
author = {Tran Kim Toai and
Roman Senkerik and
Ivan Zelinka and
Adam Ulrich and
Vo Thi Xuan Hanh and
Vo Minh Huan},
title = {{ARIMA} for Short-Term and {LSTM} for Long-Term in Daily Bitcoin Price
Prediction},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {13588},
pages = {131--143},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/is/GuzowskiSBPOSMG22,
author = {Hubert Guzowski and
Maciej Smolka and
Aleksander Byrski and
Libor Pekar and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Radek Matusu and
Frantisek Gazdos},
title = {Effective Parametric Optimization of Heating-Cooling Process with
Optimum near the Domain Border},
booktitle = {{IS}},
pages = {1--6},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/is/KipinskiGUSKBOSPMG22,
author = {Piotr Kipinski and
Hubert Guzowski and
Aleksandra Urbanczyk and
Maciej Smolka and
Marek Kisiel{-}Dorohinicki and
Aleksander Byrski and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Libor Pekar and
Radek Matusu and
Frantisek Gazdos},
title = {Socio-cognitive Optimization of Time-delay Control Problems using
Evolutionary Metaheuristics},
booktitle = {{IS}},
pages = {1--7},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/is/NabywaniecGUSKBOSPMG22,
author = {Mateusz Nabywaniec and
Hubert Guzowski and
Aleksandra Urbanczyk and
Maciej Smolka and
Marek Kisiel{-}Dorohinicki and
Aleksander Byrski and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Libor Pekar and
Radek Matusu and
Frantisek Gazdos},
title = {Socio-cognitive Optimization of Time-delay Control Problems using
Agent-based Metaheuristics},
booktitle = {{IS}},
pages = {1--7},
publisher = {{IEEE}},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-12872,
author = {Piotr Kipinski and
Hubert Guzowski and
Aleksandra Urbanczyk and
Maciej Smolka and
Marek Kisiel{-}Dorohinicki and
Aleksander Byrski and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Libor Pekar and
Radek Matusu and
Frantisek Gazdos},
title = {Socio-cognitive Optimization of Time-delay Control Problems using
Evolutionary Metaheuristics},
journal = {CoRR},
volume = {abs/2210.12872},
year = {2022}
}
@article{DBLP:journals/access/KazikovaPS21,
author = {Anezka Kazikova and
Michal Pluhacek and
Roman Senkerik},
title = {How Does the Number of Objective Function Evaluations Impact Our Understanding
of Metaheuristics Behavior?},
journal = {{IEEE} Access},
volume = {9},
pages = {44032--44048},
year = {2021}
}
@article{DBLP:journals/amcs/IaremkoSJL21,
author = {Iaroslav Iaremko and
Roman Senkerik and
Roman Jasek and
Petr Lukastik},
title = {An effective data reduction model for machine emergency state detection
from big data tree topology structures},
journal = {Int. J. Appl. Math. Comput. Sci.},
volume = {31},
number = {4},
pages = {601--611},
year = {2021}
}
@article{DBLP:journals/igpl/KadavySPV21,
author = {Tomas Kadavy and
Roman Senkerik and
Michal Pluhacek and
Adam Viktorin},
title = {Orthogonal Learning Firefly Algorithm},
journal = {Log. J. {IGPL}},
volume = {29},
number = {2},
pages = {167--179},
year = {2021}
}
@inproceedings{DBLP:conf/gecco/KadavyPVS21,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {{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},
booktitle = {{GECCO} Companion},
pages = {11--12},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/gecco/KadavyPVS21a,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Self-organizing migrating algorithm with clustering-aided migration
and adaptive perturbation vector control},
booktitle = {{GECCO} Companion},
pages = {1916--1922},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/gecco/PluhacekKKVS21,
author = {Michal Pluhacek and
Anezka Kazikova and
Tomas Kadavy and
Adam Viktorin and
Roman Senkerik},
title = {Explaining {SOMA:} the relation of stochastic perturbation to population
diversity and parameter space coverage},
booktitle = {{GECCO} Companion},
pages = {1944--1952},
publisher = {{ACM}},
year = {2021}
}
@article{DBLP:journals/access/KumarJKMSSH20,
author = {Deepika Kumar and
Nikita Jain and
Aayush Khurana and
Sweta Mittal and
Suresh Chandra Satapathy and
Roman Senkerik and
D. Jude Hemanth},
title = {Automatic Detection of White Blood Cancer From Bone Marrow Microscopic
Images Using Convolutional Neural Networks},
journal = {{IEEE} Access},
volume = {8},
pages = {142521--142531},
year = {2020}
}
@article{DBLP:journals/igpl/PluhacekVSKZ20,
author = {Michal Pluhacek and
Adam Viktorin and
Roman Senkerik and
Tomas Kadavy and
Ivan Zelinka},
title = {Extended experimental study on {PSO} with partial population restart
based on complex network analysis},
journal = {Log. J. {IGPL}},
volume = {28},
number = {2},
pages = {211--225},
year = {2020}
}
@article{DBLP:journals/igpl/ViktorinSPK20,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Analysing knowledge transfer in {SHADE} via complex network},
journal = {Log. J. {IGPL}},
volume = {28},
number = {2},
pages = {153--170},
year = {2020}
}
@article{DBLP:journals/jaiscr/KorytkowskiSSAK20,
author = {Marcin Korytkowski and
Roman Senkerik and
Magdalena M. Scherer and
Rafal A. Angryk and
Miroslaw Kordos and
Agnieszka Siwocha},
title = {Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic},
journal = {J. Artif. Intell. Soft Comput. Res.},
volume = {10},
number = {1},
pages = {57--69},
year = {2020}
}
@article{DBLP:journals/paapp/PluhacekSVK20,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {Chaos-enhanced multiple-choice strategy for particle swarm optimisation},
journal = {Int. J. Parallel Emergent Distributed Syst.},
volume = {35},
number = {6},
pages = {603--616},
year = {2020}
}
@inproceedings{DBLP:conf/cec/ViktorinSPKZ20,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy and
Ales Zamuda},
title = {{DISH-XX} Solving {CEC2020} Single Objective Bound Constrained Numerical
optimization Benchmark},
booktitle = {{CEC}},
pages = {1--8},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/gecco/KadavyPVS20,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {{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},
booktitle = {{GECCO} Companion},
pages = {9--10},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/gecco/KadavyPVS20a,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Self-organizing migrating algorithm with clustering-aided migration},
booktitle = {{GECCO} Companion},
pages = {1441--1447},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/gecco/SenkerikKVP20,
author = {Roman Senkerik and
Tomas Kadavy and
Adam Viktorin and
Michal Pluhacek},
title = {Ensemble of strategies and perturbation parameter based {SOMA} for
optimal stabilization of chaotic oscillations},
booktitle = {{GECCO} Companion},
pages = {1468--1475},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/gecco/ZelinkaS20,
author = {Ivan Zelinka and
Roman Senkerik},
title = {Swarm intelligence in cybersecurity},
booktitle = {{GECCO} Companion},
pages = {1313--1342},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/icaisc/KazikovaLPS20,
author = {Anezka Kazikova and
Krystian Lapa and
Michal Pluhacek and
Roman Senkerik},
title = {Cascade {PID} Controller Optimization Using Bison Algorithm},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {406--416},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/icaisc/SenkerikVKPZ20,
author = {Roman Senkerik and
Adam Viktorin and
Tomas Kadavy and
Michal Pluhacek and
Ivan Zelinka},
title = {Is Chaotic Randomization Advantageous for Higher Dimensional Optimization
Problems?},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {12416},
pages = {423--434},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/icaisc/TruongDZS20,
author = {Thanh Cong Truong and
Quoc Bao Diep and
Ivan Zelinka and
Roman Senkerik},
title = {Supervised Classification Methods for Fake News Identification},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {12416},
pages = {445--454},
publisher = {Springer},
year = {2020}
}
@article{DBLP:journals/ijmtm/KralikJZS19,
author = {Lukas Kralik and
Roman Jasek and
Petr Zacek and
Roman Senkerik},
title = {Agile approach in multi-criterial decision making},
journal = {Int. J. Manuf. Technol. Manag.},
volume = {33},
number = {3/4},
pages = {256--267},
year = {2019}
}
@article{DBLP:journals/swevo/ViktorinSPKZ19,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy and
Ales Zamuda},
title = {Distance based parameter adaptation for Success-History based Differential
Evolution},
journal = {Swarm Evol. Comput.},
volume = {50},
year = {2019}
}
@inproceedings{DBLP:conf/cec/KadavyPSV19,
author = {Tomas Kadavy and
Michal Pluhacek and
Roman Senkerik and
Adam Viktorin},
title = {The Ensemble of Strategies and Perturbation Parameter in Self-organizing
Migrating Algorithm Solving {CEC} 2019 100-Digit Challenge},
booktitle = {{CEC}},
pages = {372--375},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/cec/KadavyPSV19a,
author = {Tomas Kadavy and
Michal Pluhacek and
Roman Senkerik and
Adam Viktorin},
title = {Introducing Self-Adaptive Parameters to Self-organizing Migrating
Algorithm},
booktitle = {{CEC}},
pages = {2908--2914},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/cec/SenkerikKVP19,
author = {Roman Senkerik and
Tomas Kadavy and
Adam Viktorin and
Michal Pluhacek},
title = {Ensemble of Strategies and Perturbation Parameter Based {SOMA} for
Constrained Technological Design Optimization Problem},
booktitle = {{CEC}},
pages = {2872--2877},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/cec/ViktorinSPKZ19,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy and
Ales Zamuda},
title = {{DISH} Algorithm Solving the {CEC} 2019 100-Digit Challenge},
booktitle = {{CEC}},
pages = {1--6},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/ecms/KazikovaOPS19,
author = {Anezka Kazikova and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Michal Pluhacek and
Roman Senkerik},
title = {Border Strategies Of The Bison Algorithm},
booktitle = {{ECMS}},
pages = {43--49},
publisher = {European Council for Modeling and Simulation},
year = {2019}
}
@inproceedings{DBLP:conf/icaisc/DiepZS19,
author = {Quoc Bao Diep and
Ivan Zelinka and
Roman Senkerik},
title = {An Algorithm for Swarm Robot to Avoid Multiple Dynamic Obstacles and
to Catch the Moving Target},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {11509},
pages = {666--675},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/icaisc/KadavyKPVS19,
author = {Tomas Kadavy and
Stanislav Kovar and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Evolutionary Algorithms Applied to a Shielding Enclosure Design},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {11508},
pages = {445--455},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/icaisc/SenkerikVKPKDZ19,
author = {Roman Senkerik and
Adam Viktorin and
Tomas Kadavy and
Michal Pluhacek and
Anezka Kazikova and
Quoc Bao Diep and
Ivan Zelinka},
title = {Population Diversity Analysis in Adaptive Differential Evolution Variants
with Unconventional Randomization Schemes},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {11508},
pages = {506--518},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/icaisc/ViktorinSPK19,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Analyzing Control Parameters in {DISH}},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {11508},
pages = {519--529},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/semcco/DiepZDS19,
author = {Quoc Bao Diep and
Ivan Zelinka and
Swagatam Das and
Roman Senkerik},
title = {{SOMA} {T3A} for Solving the 100-Digit Challenge},
booktitle = {{SEMCCO/FANCCO}},
series = {Communications in Computer and Information Science},
volume = {1092},
pages = {155--165},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/semcco/KadavyPSV19,
author = {Tomas Kadavy and
Michal Pluhacek and
Roman Senkerik and
Adam Viktorin},
title = {Boundary Strategies for Self-organizing Migrating Algorithm Analyzed
Using CEC'17 Benchmark},
booktitle = {{SEMCCO/FANCCO}},
series = {Communications in Computer and Information Science},
volume = {1092},
pages = {58--69},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/semcco/PluhacekSVK19,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {Self-organizing Migrating Algorithm with Non-binary Perturbation},
booktitle = {{SEMCCO/FANCCO}},
series = {Communications in Computer and Information Science},
volume = {1092},
pages = {43--57},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/semcco/SenkerikVKPZ19,
author = {Roman Senkerik and
Adam Viktorin and
Tomas Kadavy and
Michal Pluhacek and
Ivan Zelinka},
title = {Insight into Adaptive Differential Evolution Variants with Unconventional
Randomization Schemes},
booktitle = {{SEMCCO/FANCCO}},
series = {Communications in Computer and Information Science},
volume = {1092},
pages = {177--188},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/semcco/TruongDZS19,
author = {Thanh Cong Truong and
Quoc Bao Diep and
Ivan Zelinka and
Roman Senkerik},
title = {Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit
Challenge},
booktitle = {{SEMCCO/FANCCO}},
series = {Communications in Computer and Information Science},
volume = {1092},
pages = {13--20},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/semcco/TruongZS19,
author = {Thanh Cong Truong and
Ivan Zelinka and
Roman Senkerik},
title = {Neural Swarm Virus},
booktitle = {{SEMCCO/FANCCO}},
series = {Communications in Computer and Information Science},
volume = {1092},
pages = {122--134},
publisher = {Springer},
year = {2019}
}
@incollection{DBLP:series/lncs/SpolaorGIKOMPSSTVVZN19,
author = {Simone Spolaor and
Marco Gribaudo and
Mauro Iacono and
Tomas Kadavy and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Giancarlo Mauri and
Sabri Pllana and
Roman Senkerik and
Natalija Stojanovic and
Esko Turunen and
Adam Viktorin and
Salvatore Vitabile and
Ales Zamuda and
Marco S. Nobile},
title = {Towards Human Cell Simulation},
booktitle = {High-Performance Modelling and Simulation for Big Data Applications},
series = {Lecture Notes in Computer Science},
volume = {11400},
pages = {221--249},
publisher = {Springer},
year = {2019}
}
@incollection{DBLP:series/lncs/ZamudaCBDWRGSPCSB19,
author = {Ales Zamuda and
Vincenzo Crescimanna and
Juan C. Burguillo and
Joana Matos Dias and
Katarzyna Wegrzyn{-}Wolska and
Imen Rached and
Horacio Gonz{\'{a}}lez{-}V{\'{e}}lez and
Roman Senkerik and
Claudia Pop and
Tudor Cioara and
Ioan Salomie and
Andrea Bracciali},
title = {Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-Oriented
Survey of the State-of-the-Art in the Cloud Era},
booktitle = {High-Performance Modelling and Simulation for Big Data Applications},
series = {Lecture Notes in Computer Science},
volume = {11400},
pages = {325--349},
publisher = {Springer},
year = {2019}
}
@article{DBLP:journals/paapp/ViktorinSPK18,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Modified progressive random walk with chaotic {PRNG}},
journal = {Int. J. Parallel Emergent Distributed Syst.},
volume = {33},
number = {5},
pages = {450--459},
year = {2018}
}
@article{DBLP:journals/soco/VolnaKOS18,
author = {Eva Voln{\'{a}} and
Martin Kotyrba and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik},
title = {Elliott waves classification by means of neural and pseudo neural
networks},
journal = {Soft Comput.},
volume = {22},
number = {6},
pages = {1803--1813},
year = {2018}
}
@article{DBLP:journals/soco/ZelinkaLSP18,
author = {Ivan Zelinka and
Jouni Lampinen and
Roman Senkerik and
Michal Pluhacek},
title = {Investigation on evolutionary algorithms powered by nonrandom processes},
journal = {Soft Comput.},
volume = {22},
number = {6},
pages = {1791--1801},
year = {2018}
}
@article{DBLP:journals/swevo/ZelinkaDSS18,
author = {Ivan Zelinka and
Swagatam Das and
Lubomir Sikora and
Roman Senkerik},
title = {Swarm virus - Next-generation virus and antivirus paradigm?},
journal = {Swarm Evol. Comput.},
volume = {43},
pages = {207--224},
year = {2018}
}
@inproceedings{DBLP:conf/bioma/KadavyPVS18,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Comparing Boundary Control Methods for Firefly Algorithm},
booktitle = {{BIOMA}},
series = {Lecture Notes in Computer Science},
volume = {10835},
pages = {163--173},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/bioma/SenkerikVPK18,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy},
title = {Population Diversity Analysis for the Chaotic Based Selection of Individuals
in Differential Evolution},
booktitle = {{BIOMA}},
series = {Lecture Notes in Computer Science},
volume = {10835},
pages = {283--294},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/bioma/ViktorinSPK18,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {How Distance Based Parameter Adaptation Affects Population Diversity},
booktitle = {{BIOMA}},
series = {Lecture Notes in Computer Science},
volume = {10835},
pages = {307--319},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/cec/PluhacekSVKZ18,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy and
Ivan Zelinka},
title = {Chaos Driven {PSO} with Attractive Search Space Border Points},
booktitle = {{CEC}},
pages = {1--6},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/cec/SenkerikVPK18,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy},
title = {On the Population Diversity for the Chaotic Differential Evolution},
booktitle = {{CEC}},
pages = {1--8},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/cec/ViktorinSPK18,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Cluster Occurrence in the DbL{\_}SHADE Population},
booktitle = {{CEC}},
pages = {1--8},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/csoc/KazikovaPS18,
author = {Anezka Kazikova and
Michal Pluhacek and
Roman Senkerik},
title = {Performance of the Bison Algorithm on Benchmark {IEEE} {CEC} 2017},
booktitle = {{CSOS} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {764},
pages = {445--454},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/csoc/SenkerikVPKO18,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {On the Applicability of Random and the Best Solution Driven Metaheuristics
for Analytic Programming and Time Series Regression},
booktitle = {{CSOS} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {764},
pages = {489--498},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/csoc/TomasMAR18,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Firefly Algorithm Enhanced by Orthogonal Learning},
booktitle = {{CSOS} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {764},
pages = {477--488},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/csoc/ViktorinSPK18,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Distance vs. Improvement Based Parameter Adaptation in {SHADE}},
booktitle = {{CSOS} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {764},
pages = {455--464},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/ecms/KadavyPVS18,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Boundary Strategies For Firefly Algorithm Analysed Using CEC'17 Benchmark},
booktitle = {{ECMS}},
pages = {170--175},
publisher = {European Council for Modeling and Simulation},
year = {2018}
}
@inproceedings{DBLP:conf/ecms/KazikovaPS18,
author = {Anezka Kazikova and
Michal Pluhacek and
Roman Senkerik},
title = {Tuning Of The Bison Algorithm Control Parameter},
booktitle = {{ECMS}},
pages = {156--162},
publisher = {European Council for Modeling and Simulation},
year = {2018}
}
@inproceedings{DBLP:conf/ecms/OplatkovaVS18,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Adam Viktorin and
Roman Senkerik},
title = {Pseudo Neural Networks Via Analytic Programming With Direct Coding
Of Constant Estimation},
booktitle = {{ECMS}},
pages = {143--149},
publisher = {European Council for Modeling and Simulation},
year = {2018}
}
@inproceedings{DBLP:conf/ecms/PluhacekSVK18,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {Study On Velocity Clamping In {PSO} Using CEC'13 Benchmark},
booktitle = {{ECMS}},
pages = {150--155},
publisher = {European Council for Modeling and Simulation},
year = {2018}
}
@inproceedings{DBLP:conf/ecms/SenkerikPVKJO18,
author = {Roman Senkerik and
Michal Pluhacek and
Adam Viktorin and
Tomas Kadavy and
Jakub Janostik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {A Review On The Simulation of Social Networks Inside Heuristic Algorithms},
booktitle = {{ECMS}},
pages = {176--182},
publisher = {European Council for Modeling and Simulation},
year = {2018}
}
@inproceedings{DBLP:conf/ecms/ViktorinSPK18,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Comparative Study Of The Distance/Improvement Based {SHADE}},
booktitle = {{ECMS}},
pages = {163--169},
publisher = {European Council for Modeling and Simulation},
year = {2018}
}
@inproceedings{DBLP:conf/hais/TomasMAR18,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Orthogonal Learning Firefly Algorithm},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {10870},
pages = {315--326},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icaisc/KadavyPVS18,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Multi-swarm Optimization Algorithm Based on Firefly and Particle Swarm
Optimization Techniques},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10841},
pages = {405--416},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icaisc/KazikovaPVS18,
author = {Anezka Kazikova and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {New Running Technique for the Bison Algorithm},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10841},
pages = {417--426},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icaisc/PluhacekSVK18,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {Particle Swarm Optimization with Single Particle Repulsivity for Multi-modal
Optimization},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10841},
pages = {486--494},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icaisc/SenkerikVPKZ18,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy and
Ivan Zelinka},
title = {How Unconventional Chaotic Pseudo-Random Generators Influence Population
Diversity in Differential Evolution},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10841},
pages = {524--535},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icaisc/ViktorinSPK18,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {On the Prolonged Exploration of Distance Based Parameter Adaptation
in {SHADE}},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10841},
pages = {561--571},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/iwssip/OplatkovaSV18,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Adam Viktorin},
title = {Differential Evolution and Analytic Programming in the case of Trigonometric
Identities Discovery},
booktitle = {{IWSSIP}},
pages = {1--5},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/iwssip/SenkerikVPKO18,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Differential Evolution and Chaotic Series},
booktitle = {{IWSSIP}},
pages = {1--5},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/iwssip/ViktorinSPK18,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Addressing Premature Convergence with Distance based Parameter Adaptation
in {SHADE}},
booktitle = {{IWSSIP}},
pages = {1--5},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/ppsn/PappaEBBDDDEHJK18,
author = {Gisele Lobo Pappa and
Michael T. M. Emmerich and
Ana L. C. Bazzan and
Will N. Browne and
Kalyanmoy Deb and
Carola Doerr and
Marko Durasevic and
Michael G. Epitropakis and
Saemundur O. Haraldsson and
Domagoj Jakobovic and
Pascal Kerschke and
Krzysztof Krawiec and
Per Kristian Lehre and
Xiaodong Li and
Andrei Lissovoi and
Pekka Malo and
Luis Mart{\'{\i}} and
Yi Mei and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Julian F. Miller and
Alberto Moraglio and
Antonio J. Nebro and
Su Nguyen and
Gabriela Ochoa and
Pietro S. Oliveto and
Stjepan Picek and
Nelishia Pillay and
Mike Preuss and
Marc Schoenauer and
Roman Senkerik and
Ankur Sinha and
Ofer M. Shir and
Dirk Sudholt and
L. Darrell Whitley and
Mark Wineberg and
John R. Woodward and
Mengjie Zhang},
title = {Tutorials at {PPSN} 2018},
booktitle = {{PPSN} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {11102},
pages = {477--489},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/ssci/KadavyPSV18,
author = {Tomas Kadavy and
Michal Pluhacek and
Roman Senkerik and
Adam Viktorin},
title = {On the Performance Significance of Boundary Strategies for Firefly
Algorithm},
booktitle = {{SSCI}},
pages = {765--769},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/ssci/PluhacekSVK18,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {Why Simple Population Restart Does Not Work in {PSO}},
booktitle = {{SSCI}},
pages = {770--776},
publisher = {{IEEE}},
year = {2018}
}
@article{DBLP:journals/jaec/SenkerikZP17,
author = {Roman Senkerik and
Ivan Zelinka and
Michal Pluhacek},
title = {Chaos-Based Optimization - {A} Review},
journal = {J. Adv. Eng. Comput.},
volume = {1},
number = {1},
pages = {68--79},
year = {2017}
}
@inproceedings{DBLP:conf/cec/KromerKSP17,
author = {Pavel Kr{\"{o}}mer and
Milos Kudelka and
Roman Senkerik and
Michal Pluhacek},
title = {Differential evolution with preferential interaction network},
booktitle = {{CEC}},
pages = {1916--1923},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/cisis/ViktorinSPK17,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Towards Better Population Sizing for Differential Evolution Through
Active Population Analysis with Complex Network},
booktitle = {{CISIS}},
series = {Advances in Intelligent Systems and Computing},
volume = {611},
pages = {225--235},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/cocoon/ViktorinSPK17,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {{SHADE} Algorithm Dynamic Analyzed Through Complex Network},
booktitle = {{COCOON}},
series = {Lecture Notes in Computer Science},
volume = {10392},
pages = {666--677},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/csoc/KadavyPVS17,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Comparing Border Strategies for Roaming Particles on Single and Multi-swarm
{PSO}},
booktitle = {{CSOC} {(1)}},
series = {Advances in Intelligent Systems and Computing},
volume = {573},
pages = {528--536},
year = {2017}
}
@inproceedings{DBLP:conf/csoc/SenkerikPVK17,
author = {Roman Senkerik and
Michal Pluhacek and
Adam Viktorin and
Tomas Kadavy},
title = {On the Randomization of Indices Selection for Differential Evolution},
booktitle = {{CSOC} {(1)}},
series = {Advances in Intelligent Systems and Computing},
volume = {573},
pages = {537--547},
year = {2017}
}
@inproceedings{DBLP:conf/csoc/ViktorinSPK17,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {The Influence of Archive Size to {SHADE}},
booktitle = {{CSOC} {(1)}},
series = {Advances in Intelligent Systems and Computing},
volume = {573},
pages = {517--527},
year = {2017}
}
@inproceedings{DBLP:conf/ecms/KadavyPVS17,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Firework Algorithm Dynamics Simulated And Analyzed With The Aid Of
Complex Network},
booktitle = {{ECMS}},
pages = {313--318},
publisher = {European Council for Modeling and Simulation},
year = {2017}
}
@inproceedings{DBLP:conf/ecms/OplatkovaVSU17,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Adam Viktorin and
Roman Senkerik and
Tom{\'{a}}s Urb{\'{a}}nek},
title = {Different Approaches For Constant Estimation In Analytic Programming},
booktitle = {{ECMS}},
pages = {326--332},
publisher = {European Council for Modeling and Simulation},
year = {2017}
}
@inproceedings{DBLP:conf/ecms/PluhacekSVK17,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {Uncovering Communication Density In {PSO} Using Complex Network},
booktitle = {{ECMS}},
pages = {306--312},
publisher = {European Council for Modeling and Simulation},
year = {2017}
}
@inproceedings{DBLP:conf/ecms/SenkerikPVOK17,
author = {Roman Senkerik and
Michal Pluhacek and
Adam Viktorin and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Tomas Kadavy},
title = {Simulation Of Chaotic Dynamics For Chaos Based Optimization - An Extended
Study},
booktitle = {{ECMS}},
pages = {319--325},
publisher = {European Council for Modeling and Simulation},
year = {2017}
}
@inproceedings{DBLP:conf/ecms/ViktorinSPK17,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {{SHADE} Mutation Strategy Analysis Via Dynamic Simulation In Complex
Network},
booktitle = {{ECMS}},
pages = {299--305},
publisher = {European Council for Modeling and Simulation},
year = {2017}
}
@inproceedings{DBLP:conf/hais/KadavyPVS17,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Hypersphere Universe Boundary Method Comparison on {HCLPSO} and {PSO}},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {173--182},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/hais/PluhacekVSKZ17,
author = {Michal Pluhacek and
Adam Viktorin and
Roman Senkerik and
Tomas Kadavy and
Ivan Zelinka},
title = {{PSO} with Partial Population Restart Based on Complex Network Analysis},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {183--192},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/hais/SenkerikVPKZ17,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy and
Ivan Zelinka},
title = {Hybridization of Analytic Programming and Differential Evolution for
Time Series Prediction},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {686--698},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/hais/ViktorinPSK17,
author = {Adam Viktorin and
Michal Pluhacek and
Roman Senkerik and
Tomas Kadavy},
title = {Detecting Potential Design Weaknesses in {SHADE} Through Network Feature
Analysis},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {662--673},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/icaisc/KadavyPVS17,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Comparing Strategies for Search Space Boundaries Violation in {PSO}},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {10246},
pages = {655--664},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/icaisc/PluhacekSVK17,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {{PSO} with Attractive Search Space Border Points},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {10246},
pages = {665--675},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/icaisc/SenkerikVPKZ17,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy and
Ivan Zelinka},
title = {Differential Evolution Driven Analytic Programming for Prediction},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {10246},
pages = {676--687},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/icaisc/ViktorinSPK17,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Archive Analysis in {SHADE}},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {10246},
pages = {688--699},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/mendel/KazikovaPSV17,
author = {Anezka Kazikova and
Michal Pluhacek and
Roman Senkerik and
Adam Viktorin},
title = {Proposal of a New Swarm Optimization Method Inspired in Bison Behavior},
booktitle = {{MENDEL}},
series = {Advances in Intelligent Systems and Computing},
volume = {837},
pages = {146--156},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/mendel/OplatkovaVS17,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Adam Viktorin and
Roman Senkerik},
title = {Comparison of Three Novelty Approaches to Constants (Ks) Handling
in Analytic Programming Powered by {SHADE}},
booktitle = {{MENDEL}},
series = {Advances in Intelligent Systems and Computing},
volume = {837},
pages = {134--145},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/mendel/SenkerikPVKO17,
author = {Roman Senkerik and
Michal Pluhacek and
Adam Viktorin and
Tomas Kadavy and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Randomization of Individuals Selection in Differential Evolution},
booktitle = {{MENDEL}},
series = {Advances in Intelligent Systems and Computing},
volume = {837},
pages = {180--191},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/mendel/ViktorinSPK17,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy},
title = {Enhanced Archive for {SHADE}},
booktitle = {{MENDEL}},
series = {Advances in Intelligent Systems and Computing},
volume = {837},
pages = {40--55},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/ssci/KadavyPVS17,
author = {Tomas Kadavy and
Michal Pluhacek and
Adam Viktorin and
Roman Senkerik},
title = {Partial population restart of firefly algorithm using complex network
analysis},
booktitle = {{SSCI}},
pages = {1--7},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/ssci/PluhacekSVK17,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {Exploring the shortest path in {PSO} communication network},
booktitle = {{SSCI}},
pages = {1--6},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/ssci/PluhacekSVK17a,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Tomas Kadavy},
title = {How chaotic sequences and generator sequencing affect the particle
trajectory in {PSO}},
booktitle = {{SSCI}},
pages = {1--8},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/ssci/SenkerikVPKO17,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Tomas Kadavy and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Performance comparison of differential evolution driving analytic
programming for regression},
booktitle = {{SSCI}},
pages = {1--8},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/ssci/ViktorinSPKZ17,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Tomas Kadavy and
Ales Zamuda},
title = {Distance based parameter adaptation for differential evolution},
booktitle = {{SSCI}},
pages = {1--7},
publisher = {{IEEE}},
year = {2017}
}
@proceedings{DBLP:conf/csoc/2017-1,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Zdenka Prokopova and
Petr Silhavy},
title = {Artificial Intelligence Trends in Intelligent Systems - Proceedings
of the 6th Computer Science On-line Conference 2017 (CSOC2017), Vol
1},
series = {Advances in Intelligent Systems and Computing},
volume = {573},
year = {2017}
}
@proceedings{DBLP:conf/csoc/2017-2,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Zdenka Prokopova and
Petr Silhavy},
title = {Cybernetics and Mathematics Applications in Intelligent Systems -
Proceedings of the 6th Computer Science On-line Conference 2017 (CSOC2017),
Vol 2},
series = {Advances in Intelligent Systems and Computing},
volume = {574},
year = {2017}
}
@proceedings{DBLP:conf/csoc/2017-3,
editor = {Radek Silhavy and
Petr Silhavy and
Zdenka Prokopova and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Software Engineering Trends and Techniques in Intelligent Systems
- Proceedings of the 6th Computer Science On-line Conference 2017
(CSOC2017), Vol 3},
series = {Advances in Intelligent Systems and Computing},
volume = {575},
year = {2017}
}
@article{DBLP:journals/saem/KralikSJ16,
author = {Lukas Kralik and
Roman Senkerik and
Roman Jasek},
title = {Model for comprehensive approach to security management},
journal = {Int. J. Syst. Assur. Eng. Manag.},
volume = {7},
number = {2},
pages = {129--137},
year = {2016}
}
@inproceedings{DBLP:conf/cec/PluhacekSVJD16,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Jakub Janostik and
Donald Davendra},
title = {Complex network analysis in {PSO} as an fitness landscape classifier},
booktitle = {{CEC}},
pages = {3332--3337},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/cec/SenkerikVPJD16,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Jakub Janostik and
Donald Davendra},
title = {On the influence of different randomization and complex network analysis
for differential evolution},
booktitle = {{CEC}},
pages = {3346--3353},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/cec/ViktorinPS16,
author = {Adam Viktorin and
Michal Pluhacek and
Roman Senkerik},
title = {Success-history based adaptive differential evolution algorithm with
multi-chaotic framework for parent selection performance on {CEC2014}
benchmark set},
booktitle = {{CEC}},
pages = {4797--4803},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/csoc/SenkerikVPJO16,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek and
Jakub Janostik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Study on the Time Development of Complex Network for Metaheuristic},
booktitle = {{CSOC} {(1)}},
series = {Advances in Intelligent Systems and Computing},
volume = {464},
pages = {525--533},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/csoc/ViktorinPS16,
author = {Adam Viktorin and
Michal Pluhacek and
Roman Senkerik},
title = {Lozi Map Generated Initial Population in Analytical Programming},
booktitle = {{CSOC} {(1)}},
series = {Advances in Intelligent Systems and Computing},
volume = {464},
pages = {297--306},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/ecms/PluhacekSJVZ16,
author = {Michal Pluhacek and
Roman Senkerik and
Jakub Janostik and
Adam Viktorin and
Ivan Zelinka},
title = {Study On Swarm Dynamics Converted Into Complex Network},
booktitle = {{ECMS}},
pages = {252--257},
publisher = {European Council for Modeling and Simulation},
year = {2016}
}
@inproceedings{DBLP:conf/ecms/SenkerikPVO16,
author = {Roman Senkerik and
Michal Pluhacek and
Adam Viktorin and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {On The Simulation Of Complex Chaotic Dynamics For Chaos Based Optimization},
booktitle = {{ECMS}},
pages = {258--264},
publisher = {European Council for Modeling and Simulation},
year = {2016}
}
@inproceedings{DBLP:conf/ecms/ViktorinPOS16,
author = {Adam Viktorin and
Michal Pluhacek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik},
title = {Analytical Programming With Extended Individuals},
booktitle = {{ECMS}},
pages = {237--244},
publisher = {European Council for Modeling and Simulation},
year = {2016}
}
@inproceedings{DBLP:conf/hm/PluhacekSVZ16,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Ivan Zelinka},
title = {Multi-chaotic Approach for Particle Acceleration in {PSO}},
booktitle = {{HM}},
series = {Lecture Notes in Computer Science},
volume = {9668},
pages = {75--86},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/hm/ViktorinSP16,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek},
title = {Hybridization of Chaotic Systems and Success-History Based Adaptive
Differential Evolution},
booktitle = {{HM}},
series = {Lecture Notes in Computer Science},
volume = {9668},
pages = {145--156},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/icaisc/PluhacekSVZ16,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Ivan Zelinka},
title = {Chaos Enhanced Repulsive {MC-PSO/DE} Hybrid},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {9692},
pages = {465--475},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/icaisc/SenkerikPZVJ16,
author = {Roman Senkerik and
Michal Pluhacek and
Ivan Zelinka and
Adam Viktorin and
Jakub Janostik},
title = {Extended Study on the Randomization and Sequencing for the Chaos Embedded
Heuristic},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {9692},
pages = {493--504},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/icaisc/ViktorinPS16,
author = {Adam Viktorin and
Michal Pluhacek and
Roman Senkerik},
title = {Multi-chaotic System Induced Success-History Based Adaptive Differential
Evolution},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {9692},
pages = {517--527},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/incos/PluhacekSVZ16,
author = {Michal Pluhacek and
Roman Senkerik and
Adam Viktorin and
Ivan Zelinka},
title = {Creating Complex Networks Using Multi-swarm {PSO}},
booktitle = {INCoS},
pages = {180--185},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/incos/SenkerikVP16,
author = {Roman Senkerik and
Adam Viktorin and
Michal Pluhacek},
title = {On the Transforming of the Indices Selection Mechanism inside Differential
Evolution into Complex Network},
booktitle = {INCoS},
pages = {186--192},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/incos/ViktorinPS16,
author = {Adam Viktorin and
Michal Pluhacek and
Roman Senkerik},
title = {Network Based Linear Population Size Reduction in {SHADE}},
booktitle = {INCoS},
pages = {86--93},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/micai/SenkerikZPV16,
author = {Roman Senkerik and
Ivan Zelinka and
Michal Pluhacek and
Adam Viktorin},
title = {Study on the Development of Complex Network for Evolutionary and Swarm
Based Algorithms},
booktitle = {{MICAI} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {10062},
pages = {151--161},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/micai/ZelinkaKS16,
author = {Ivan Zelinka and
Lum{\'{\i}}r Kojeck{\'{y}} and
Roman Senkerik},
title = {Strange Nonchaotic Attractors in Evolutionary Processing of Astroinformatic
Big Data},
booktitle = {{MICAI} (Special Session)},
pages = {75--79},
publisher = {{IEEE} Computer Society},
year = {2016}
}
@inproceedings{DBLP:conf/ssci/PluhacekKSVZ16,
author = {Michal Pluhacek and
Tomas Kadavy and
Roman Senkerik and
Adam Viktorin and
Ivan Zelinka},
title = {Comparing selected {PSO} modifications on {CEC} 15 benchmark set},
booktitle = {{SSCI}},
pages = {1--6},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/ssci/ViktorinSPZ16,
author = {Adam Viktorin and
Roman Senkerik and
Michal Pluhacek and
Ales Zamuda},
title = {Steady success clusters in Differential Evolution},
booktitle = {{SSCI}},
pages = {1--8},
publisher = {{IEEE}},
year = {2016}
}
@proceedings{DBLP:conf/csoc/2016-1,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Petr Silhavy and
Zdenka Prokopova},
title = {Artificial Intelligence Perspectives in Intelligent Systems - Proceedings
of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol
1},
series = {Advances in Intelligent Systems and Computing},
volume = {464},
publisher = {Springer},
year = {2016}
}
@proceedings{DBLP:conf/csoc/2016-2,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Petr Silhavy and
Zdenka Prokopova},
title = {Software Engineering Perspectives and Application in Intelligent Systems
- Proceedings of the 5th Computer Science On-line Conference 2016
(CSOC2016), Vol 2},
series = {Advances in Intelligent Systems and Computing},
volume = {465},
publisher = {Springer},
year = {2016}
}
@proceedings{DBLP:conf/csoc/2016-3,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Petr Silhavy and
Zdenka Prokopova},
title = {Automation Control Theory Perspectives in Intelligent Systems - Proceedings
of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol
3},
series = {Advances in Intelligent Systems and Computing},
volume = {466},
publisher = {Springer},
year = {2016}
}
@article{DBLP:journals/japll/ZelinkaDSP15,
author = {Ivan Zelinka and
Donald David Davendra and
Roman Senkerik and
Michal Pluhacek},
title = {Investigation on evolutionary predictive control of chemical reactor},
journal = {J. Appl. Log.},
volume = {13},
number = {2},
pages = {156--166},
year = {2015}
}
@article{DBLP:journals/swevo/PluhacekSD15,
author = {Michal Pluhacek and
Roman Senkerik and
Donald Davendra},
title = {Chaos particle swarm optimization with Eensemble of chaotic systems},
journal = {Swarm Evol. Comput.},
volume = {25},
pages = {29--35},
year = {2015}
}
@article{DBLP:journals/swevo/ZelinkaLSS15,
author = {Ivan Zelinka and
Jouni Lampinen and
V{\'{a}}clav Sn{\'{a}}sel and
Roman Senkerik},
title = {Recent advances in swarm and evolutionary computation-foreword},
journal = {Swarm Evol. Comput.},
volume = {25},
pages = {1},
year = {2015}
}
@inproceedings{DBLP:conf/aecia/JanostikPSZ15,
author = {Jakub Janostik and
Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Particle Swarm Optimizer with Diversity Measure Based on Swarm Representation
in Complex Network},
booktitle = {{AECIA}},
series = {Advances in Intelligent Systems and Computing},
volume = {427},
pages = {561--569},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/aecia/JanostikPSZS15,
author = {Jakub Janostik and
Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Frantisek Spacek},
title = {Capturing Inner Dynamics of Firefly Algorithm in Complex Network -
Initial Study},
booktitle = {{AECIA}},
series = {Advances in Intelligent Systems and Computing},
volume = {427},
pages = {571--577},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/aecia/PluhacekJSZD15,
author = {Michal Pluhacek and
Jakub Janostik and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {{PSO} as Complex Network - Capturing the Inner Dynamics - Initial
Study},
booktitle = {{AECIA}},
series = {Advances in Intelligent Systems and Computing},
volume = {427},
pages = {551--559},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/aecia/PluhacekSZ15,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Chaos {PSO} with Super-Sized Swarm - Initial Study},
booktitle = {{AECIA}},
series = {Advances in Intelligent Systems and Computing},
volume = {427},
pages = {527--535},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/aecia/SenkerikPZDJ15,
author = {Roman Senkerik and
Michal Pluhacek and
Ivan Zelinka and
Donald Davendra and
Jakub Janostik},
title = {Preliminary Study on the Randomization and Sequencing for the Chaos
Embedded Heuristic},
booktitle = {{AECIA}},
series = {Advances in Intelligent Systems and Computing},
volume = {427},
pages = {591--601},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/cec/PluhacekSD15,
author = {Michal Pluhacek and
Roman Senkerik and
Donald Davendra},
title = {Multiple Choice strategy with Dimensional mutation for {PSO} algorithm
enhanced with chaotic Dissipative Standard Map},
booktitle = {{CEC}},
pages = {1404--1409},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/cec/SenkerikPOD15,
author = {Roman Senkerik and
Michal Pluhacek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Donald Davendra},
title = {On the parameter settings for the chaotic dynamics embedded differential
evolution},
booktitle = {{CEC}},
pages = {1410--1417},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/csoc/CapekKS15,
author = {Petr Capek and
Erik Kral and
Roman Senkerik},
title = {A Multiplatform Comparison of a Dynamic Compilation Using Roslyn and
Mathematical Parser Libraries in .NET for Expression Evaluation},
booktitle = {{CSOC} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {349},
pages = {349--358},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/csoc/SenkerikPO15,
author = {Roman Senkerik and
Michal Pluhacek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {An Initial Study on the New Adaptive Approach for Multi-chaotic Differential
Evolution},
booktitle = {{CSOC} {(1)}},
series = {Advances in Intelligent Systems and Computing},
volume = {347},
pages = {355--362},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/csoc/ZakSJS15,
author = {Roman Zak and
Jaromir Svejda and
Roman Jasek and
Roman Senkerik},
title = {The Architecture of Software Interface for {BCI} System},
booktitle = {{CSOC} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {348},
pages = {307--316},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/ecms/KralikSJ15,
author = {Lukas Kralik and
Roman Senkerik and
Roman Jasek},
title = {Proposal Of Evaluation Criteria For Free And Open Source Tools For
Modelling And Support Of {IT} Service Management According To {ITIL}},
booktitle = {{ECMS}},
pages = {537--542},
publisher = {European Council for Modeling and Simulation},
year = {2015}
}
@inproceedings{DBLP:conf/ecms/OplatkovaS15,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik},
title = {Prediction Of Raw Material Batches For The Production Of Clinker By
Means Of Artificial Neural Networks -Analysis Of Behaviour},
booktitle = {{ECMS}},
pages = {570--575},
publisher = {European Council for Modeling and Simulation},
year = {2015}
}
@inproceedings{DBLP:conf/ecms/SenkerikPDZO15,
author = {Roman Senkerik and
Michal Pluhacek and
Donald Davendra and
Ivan Zelinka and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Simulation Of Time-Continuous Chaotic {UEDA} Oscillator As The Generator
Of Random Numbers For Heuristic},
booktitle = {{ECMS}},
pages = {543--548},
publisher = {European Council for Modeling and Simulation},
year = {2015}
}
@inproceedings{DBLP:conf/ecms/SvejdaZSJ15,
author = {Jaromir Svejda and
Roman Zak and
Roman Senkerik and
Roman Jasek},
title = {Using Brain - Computer Interface For Control Robot Movement},
booktitle = {{ECMS}},
pages = {475--480},
publisher = {European Council for Modeling and Simulation},
year = {2015}
}
@inproceedings{DBLP:conf/hais/PluhacekSZD15,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {{MC-PSO/DE} Hybrid with Repulsive Strategy - Initial Study},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {9121},
pages = {213--220},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/hais/SenkerikPDZJ15,
author = {Roman Senkerik and
Michal Pluhacek and
Donald Davendra and
Ivan Zelinka and
Jakub Janostik},
title = {New Adaptive Approach for Multi-chaotic Differential Evolution Concept},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {9121},
pages = {234--243},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/icaisc/PluhacekSZD15,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {Multiple Choice Strategy for {PSO} Algorithm Enhanced with Dimensional
Mutation},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {9119},
pages = {370--378},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/icaisc/SenkerikPZDOJ15,
author = {Roman Senkerik and
Michal Pluhacek and
Ivan Zelinka and
Donald Davendra and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Jasek},
title = {On the Tuning of Complex Dynamics Embedded into Differential Evolution},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {9119},
pages = {389--399},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/mendel/OplatkovaS15,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik},
title = {Cost Functions Based on Different Types of Distance Measurements for
Pseudo Neural Network Synthesis},
booktitle = {{MENDEL}},
series = {Advances in Intelligent Systems and Computing},
volume = {378},
pages = {291--301},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/mendel/PluhacekSZ15,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {The Initial Study on the Potential of Super-Sized Swarm in {PSO}},
booktitle = {{MENDEL}},
series = {Advances in Intelligent Systems and Computing},
volume = {378},
pages = {127--135},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/mendel/SenkerikPDZOJ15,
author = {Roman Senkerik and
Michal Pluhacek and
Donald Davendra and
Ivan Zelinka and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Jakub Janostik},
title = {Hybridization of Adaptivity and Chaotic Dynamics for Differential
Evolution},
booktitle = {{MENDEL}},
series = {Advances in Intelligent Systems and Computing},
volume = {378},
pages = {149--158},
publisher = {Springer},
year = {2015}
}
@proceedings{DBLP:conf/csoc/2015-1,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Zdenka Prokopova and
Petr Silhavy},
title = {Artificial Intelligence Perspectives and Applications - Proceedings
of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol
1: Artificial Intelligence Perspectives and Applications},
series = {Advances in Intelligent Systems and Computing},
volume = {347},
publisher = {Springer},
year = {2015}
}
@proceedings{DBLP:conf/csoc/2015-2,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Zdenka Prokopova and
Petr Silhavy},
title = {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},
series = {Advances in Intelligent Systems and Computing},
volume = {348},
publisher = {Springer},
year = {2015}
}
@proceedings{DBLP:conf/csoc/2015-3,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Zdenka Prokopova and
Petr Silhavy},
title = {Software Engineering in Intelligent Systems - Proceedings of the 4th
Computer Science On-line Conference 2015 (CSOC2015), Vol 3: Software
Engineering in Intelligent Systems},
series = {Advances in Intelligent Systems and Computing},
volume = {349},
publisher = {Springer},
year = {2015}
}
@article{DBLP:journals/soco/DavendraSZPB14,
author = {Donald Davendra and
Roman Senkerik and
Ivan Zelinka and
Michal Pluhacek and
Magdalena Bialic{-}Davendra},
title = {Utilising the chaos-induced discrete self organising migrating algorithm
to solve the lot-streaming flowshop scheduling problem with setup
time},
journal = {Soft Comput.},
volume = {18},
number = {4},
pages = {669--681},
year = {2014}
}
@article{DBLP:journals/soco/PluhacekSZ14,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Particle swarm optimization algorithm driven by multichaotic number
generator},
journal = {Soft Comput.},
volume = {18},
number = {4},
pages = {631--639},
year = {2014}
}
@article{DBLP:journals/soco/SenkerikOZCDP14,
author = {Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Ivan Zelinka and
Bronislav Chramcov and
Donald Davendra and
Michal Pluhacek},
title = {Utilization of analytic programming for the evolutionary synthesis
of the robust multi-chaotic controller for selected sets of discrete
chaotic systems},
journal = {Soft Comput.},
volume = {18},
number = {4},
pages = {651--668},
year = {2014}
}
@inproceedings{DBLP:conf/cec/DavendraSZP14,
author = {Donald Davendra and
Roman Senkerik and
Ivan Zelinka and
Michal Pluhacek},
title = {Scatter Search Algorithm with chaos based stochasticity},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {860--866},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/cec/ZelinkaDLSP14,
author = {Ivan Zelinka and
Donald Davendra and
Jouni Lampinen and
Roman Senkerik and
Michal Pluhacek},
title = {Evolutionary algorithms dynamics and its hidden complex network structures},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {3246--3251},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/cisim/PluhacekSZ14,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Chaos Driven Particle Swarm Optimization with Basic Particle Performance
Evaluation - An Initial Study},
booktitle = {{CISIM}},
series = {Lecture Notes in Computer Science},
volume = {8838},
pages = {445--454},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/cisim/SenkerikPZDO14,
author = {Roman Senkerik and
Michal Pluhacek and
Ivan Zelinka and
Donald Davendra and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Comparison of Chaos Driven {PSO} and Differential Evolution on the
Selected {PID} Tuning Problem},
booktitle = {{CISIM}},
series = {Lecture Notes in Computer Science},
volume = {8838},
pages = {67--76},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/cisim/ZelinkaSS14,
author = {Ivan Zelinka and
Petr Saloun and
Roman Senkerik},
title = {Chaos Powered Grammatical Evolution},
booktitle = {{CISIM}},
series = {Lecture Notes in Computer Science},
volume = {8838},
pages = {455--464},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/csoc/OplatkovaS14,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik},
title = {{MIMO} Pseudo Neural Networks for Iris Data Classification},
booktitle = {{CSOC}},
series = {Advances in Intelligent Systems and Computing},
volume = {285},
pages = {165--176},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/csoc/SenkerikPZO14,
author = {Roman Senkerik and
Michal Pluhacek and
Ivan Zelinka and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Utilization of the Discrete Chaotic Systems as the Pseudo Random Number
Generators},
booktitle = {{CSOC}},
series = {Advances in Intelligent Systems and Computing},
volume = {285},
pages = {155--164},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/csoc/SvejdaZJS14,
author = {Jaromir Svejda and
Roman Zak and
Roman Jasek and
Roman Senkerik},
title = {On the Simulation of the Brain Activity: {A} Brief Survey},
booktitle = {{CSOC}},
series = {Advances in Intelligent Systems and Computing},
volume = {285},
pages = {105--115},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/ecms/OplatkovaSK14,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Ales Kominek},
title = {Pseudo Neural Networks For Iris Data Classification},
booktitle = {{ECMS}},
pages = {387--392},
publisher = {European Council for Modeling and Simulation},
year = {2014}
}
@inproceedings{DBLP:conf/ecms/PluhacekSZD14,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {Performance Comparison Of Evolutionary Techniques Enhanced By Lozi
Chaotic Map In The Task Of Reactor Geometry Optimization},
booktitle = {{ECMS}},
pages = {371--376},
publisher = {European Council for Modeling and Simulation},
year = {2014}
}
@inproceedings{DBLP:conf/ecms/SenkerikPDZO14,
author = {Roman Senkerik and
Michal Pluhacek and
Donald Davendra and
Ivan Zelinka and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Simulation Of The Differential Evolution Performance Dependency On
Switching Of The Driving Chaotic Systems},
booktitle = {{ECMS}},
pages = {393--398},
publisher = {European Council for Modeling and Simulation},
year = {2014}
}
@inproceedings{DBLP:conf/ecms/ZakSSJ14,
author = {Roman Zak and
Jaromir Svejda and
Roman Senkerik and
Roman Jasek},
title = {Analysis Of {EEG} Signal For Using In Biometrical Classification},
booktitle = {{ECMS}},
pages = {377--381},
publisher = {European Council for Modeling and Simulation},
year = {2014}
}
@inproceedings{DBLP:conf/hais/SenkerikPDZO14,
author = {Roman Senkerik and
Michal Pluhacek and
Donald Davendra and
Ivan Zelinka and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Performance Testing of Multi-Chaotic Differential Evolution Concept
on Shifted Benchmark Functions},
booktitle = {{HAIS}},
series = {Lecture Notes in Computer Science},
volume = {8480},
pages = {306--317},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/ibica/DavendraZSP14,
author = {Donald Davendra and
Ivan Zelinka and
Roman Senkerik and
Michal Pluhacek},
title = {Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial
Optimisation Problem},
booktitle = {{IBICA}},
series = {Advances in Intelligent Systems and Computing},
volume = {303},
pages = {141--150},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/ibica/LapkovaPOSA14,
author = {Dora Lapkova and
Michal Pluhacek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Milan Adamek},
title = {Application of Neural Networks for the Classification of Gender from
Kick Force Profile - {A} Small Scale Study},
booktitle = {{IBICA}},
series = {Advances in Intelligent Systems and Computing},
volume = {303},
pages = {429--438},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/icaisc/PluhacekSZ14,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Preliminary Study on the Particle Swarm Optimization with the Particle
Performance Evaluation},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {8467},
pages = {395--405},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/icaisc/SenkerikPZDO14,
author = {Roman Senkerik and
Michal Pluhacek and
Ivan Zelinka and
Donald Davendra and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Multi-chaotic Differential Evolution: {A} Preliminary Study},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {8467},
pages = {416--427},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/icaisc/ZelinkaDSPO14,
author = {Ivan Zelinka and
Donald Davendra and
Roman Senkerik and
Michal Pluhacek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {On Convergence of Evolutionary Algorithms Powered by Non-random Generators},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {8467},
pages = {492--502},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/sdiev/DavendraZMSP14,
author = {Donald Davendra and
Ivan Zelinka and
Magdalena Metlicka and
Roman Senkerik and
Michal Pluhacek},
title = {Complex network analysis of differential evolution algorithm applied
to flowshop with no-wait problem},
booktitle = {{SDE}},
pages = {65--72},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/swis/PluhacekSZD14,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {Gathering algorithm: {A} new concept of {PSO} based metaheuristic
with dimensional mutation},
booktitle = {{SIS}},
pages = {42--47},
publisher = {{IEEE}},
year = {2014}
}
@proceedings{DBLP:conf/csoc/2014,
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Petr Silhavy and
Zdenka Prokopova},
title = {Modern Trends and Techniques in Computer Science - 3rd Computer Science
On-line Conference 2014 {(CSOC} 2014)},
series = {Advances in Intelligent Systems and Computing},
volume = {285},
publisher = {Springer},
year = {2014}
}
@article{DBLP:journals/cma/OplatkovaSZP13,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik and
Ivan Zelinka and
Michal Pluhacek},
title = {Analytic programming in the task of evolutionary synthesis of a controller
for high order oscillations stabilization of discrete chaotic systems},
journal = {Comput. Math. Appl.},
volume = {66},
number = {2},
pages = {177--189},
year = {2013}
}
@article{DBLP:journals/cma/PluhacekSDOZ13,
author = {Michal Pluhacek and
Roman Senkerik and
Donald Davendra and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Ivan Zelinka},
title = {On the behavior and performance of chaos driven {PSO} algorithm with
inertia weight},
journal = {Comput. Math. Appl.},
volume = {66},
number = {2},
pages = {122--134},
year = {2013}
}
@article{DBLP:journals/mcm/DavendraZBSJ13,
author = {Donald Davendra and
Ivan Zelinka and
Magdalena Bialic{-}Davendra and
Roman Senkerik and
Roman Jasek},
title = {Discrete Self-Organising Migrating Algorithm for flow-shop scheduling
with no-wait makespan},
journal = {Math. Comput. Model.},
volume = {57},
number = {1-2},
pages = {100--110},
year = {2013}
}
@article{DBLP:journals/mcm/SenkerikOZD13,
author = {Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Ivan Zelinka and
Donald Davendra},
title = {Synthesis of feedback controller for three selected chaotic systems
by means of evolutionary techniques: Analytic programming},
journal = {Math. Comput. Model.},
volume = {57},
number = {1-2},
pages = {57--67},
year = {2013}
}
@article{DBLP:journals/mcm/ZelinkaCDSJ13,
author = {Ivan Zelinka and
Mohammed Chadli and
Donald Davendra and
Roman Senkerik and
Roman Jasek},
title = {An investigation on evolutionary reconstruction of continuous chaotic
systems},
journal = {Math. Comput. Model.},
volume = {57},
number = {1-2},
pages = {2--15},
year = {2013}
}
@inproceedings{DBLP:conf/cec/PluhacekSZ13,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Investigation on the performance of a new multiple choice strategy
for {PSO} Algorithm in the task of large scale optimization problems},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {2007--2011},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/cec/PluhacekSZD13,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {Chaos {PSO} algorithm driven alternately by two different chaotic
maps - An initial study},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {2444--2449},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/cec/SenkerikPODZ13,
author = {Roman Senkerik and
Michal Pluhacek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Donald Davendra and
Ivan Zelinka},
title = {Investigation on the Differential Evolution driven by selected six
chaotic systems in the task of reactor geometry optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {3087--3094},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/cec/ZelinkaSP13,
author = {Ivan Zelinka and
Roman Senkerik and
Michal Pluhacek},
title = {Do evolutionary algorithms indeed require randomness?},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {2283--2289},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/ecms/DavendraBSP13,
author = {Donald Davendra and
Magdalena Bialic{-}Davendra and
Roman Senkerik and
Michal Pluhacek},
title = {Scheduling The Flow Shop With Blocking Problem With The Chaos-Induced
Discrete Self Organising Migrating Algorithm},
booktitle = {{ECMS}},
pages = {386--392},
publisher = {European Council for Modeling and Simulation},
year = {2013}
}
@inproceedings{DBLP:conf/ecms/OplatkovaS13,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik},
title = {Iris Data Classification By Means Of Pseudo Neural Networks Based
On Evolutionary Symbolic Regression},
booktitle = {{ECMS}},
pages = {355--360},
publisher = {European Council for Modeling and Simulation},
year = {2013}
}
@inproceedings{DBLP:conf/ecms/PluhacekSZD13,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {Multiple Choice Strategy For {PSO} Algorithm - Performance Analysis
On Shifted Test Functions},
booktitle = {{ECMS}},
pages = {393--397},
publisher = {European Council for Modeling and Simulation},
year = {2013}
}
@inproceedings{DBLP:conf/ecms/SenkerikOZP13,
author = {Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Ivan Zelinka and
Michal Pluhacek},
title = {Analytic Programming In The Task Of Evolutionary Synthesis Of The
Robust Controller For Selected Discrete Chaotic Systems},
booktitle = {{ECMS}},
pages = {398--404},
publisher = {European Council for Modeling and Simulation},
year = {2013}
}
@inproceedings{DBLP:conf/icaisc/PluhacekSZ13,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Multiple Choice Strategy - {A} Novel Approach for Particle Swarm Optimization
- Preliminary Study},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {7895},
pages = {36--45},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/icaisc/SenkerikDZPO13,
author = {Roman Senkerik and
Donald Davendra and
Ivan Zelinka and
Michal Pluhacek and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}}},
title = {Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical
Reactor Optimization},
booktitle = {{ICAISC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {7895},
pages = {56--66},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nostradamus/DavendraSZPB13,
author = {Donald Davendra and
Roman Senkerik and
Ivan Zelinka and
Michal Pluhacek and
Magdalena Bialic{-}Davendra},
title = {Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm
to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup
Time},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {210},
pages = {31--45},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nostradamus/OplatkovaS13,
author = {Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Roman Senkerik},
title = {Evolutionary Synthesis of Complex Structures - Pseudo Neural Networks
for the Task of Iris Dataset Classification},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {210},
pages = {211--220},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nostradamus/PluhacekSZD13,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {New Adaptive Approach for Chaos {PSO} Algorithm Driven Alternately
by Two Different Chaotic Maps - An Initial Study},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {210},
pages = {77--87},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nostradamus/PluhacekSZD13a,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {On the Performance of Enhanced {PSO} Algorithm with Dissipative Chaotic
Map in the Task of High Dimensional Optimization Problems},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {210},
pages = {89--99},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nostradamus/SenkerikOZP13,
author = {Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Ivan Zelinka and
Michal Pluhacek},
title = {Utilization of Analytic Programming for Evolutionary Synthesis of
the Robust Controller for Set of Chaotic Systems},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {210},
pages = {101--110},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nostradamus/ZelinkaCDSPL13,
author = {Ivan Zelinka and
Mohammed Chadli and
Donald Davendra and
Roman Senkerik and
Michal Pluhacek and
Jouni Lampinen},
title = {Hidden Periodicity - Chaos Dependance on Numerical Precision},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {210},
pages = {47--59},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nostradamus/ZelinkaCDSPL13a,
author = {Ivan Zelinka and
Mohammed Chadli and
Donald Davendra and
Roman Senkerik and
Michal Pluhacek and
Jouni Lampinen},
title = {Do Evolutionary Algorithms Indeed Require Random Numbers? Extended
Study},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {210},
pages = {61--75},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/sdiev/DavendraBS13,
author = {Donald Davendra and
Magdalena Bialic{-}Davendra and
Roman Senkerik},
title = {Scheduling the Lot-Streaming Flowshop scheduling problem with setup
time with the chaos-induced Enhanced Differential Evolution},
booktitle = {{SDE}},
pages = {119--126},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/softcomp/PluhacekSZ13,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Multiple Choice Strategy Based {PSO} Algorithm with Chaotic Decision
Making - {A} Preliminary Study},
booktitle = {{SOCO-CISIS-ICEUTE}},
series = {Advances in Intelligent Systems and Computing},
volume = {239},
pages = {21--30},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/softcomp/SenkerikPZOVJ13,
author = {Roman Senkerik and
Michal Pluhacek and
Ivan Zelinka and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Radek Vala and
Roman Jasek},
title = {Performance of Chaos Driven Differential Evolution on Shifted Benchmark
Functions Set},
booktitle = {{SOCO-CISIS-ICEUTE}},
series = {Advances in Intelligent Systems and Computing},
volume = {239},
pages = {41--50},
publisher = {Springer},
year = {2013}
}
@incollection{DBLP:series/isrl/OplatkovaHPSJ13,
author = {Zuzana Oplatkov{\'{a}} and
Jiri Holoska and
Michal Proch{\'{a}}zka and
Roman Senkerik and
Roman Jasek},
title = {Optimization of Artificial Neural Network Structure in the Case of
Steganalysis},
booktitle = {Handbook of Optimization},
series = {Intelligent Systems Reference Library},
volume = {38},
pages = {821--843},
publisher = {Springer},
year = {2013}
}
@incollection{DBLP:series/isrl/SenkerikOZDJ13,
author = {Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Ivan Zelinka and
Donald Davendra and
Roman Jasek},
title = {Application of Evolutionary Techniques for Optimization of Chaos Control
- Introduction of Three Approaches},
booktitle = {Handbook of Optimization},
series = {Intelligent Systems Reference Library},
volume = {38},
pages = {801--820},
publisher = {Springer},
year = {2013}
}
@incollection{DBLP:series/isrl/ZelinkaDCSDS13,
author = {Ivan Zelinka and
Donald Davendra and
Mohammed Chadli and
Roman Senkerik and
Tran Trong Dao and
Lenka Skanderov{\'{a}}},
title = {Evolutionary Dynamics as The Structure of Complex Networks},
booktitle = {Handbook of Optimization},
series = {Intelligent Systems Reference Library},
volume = {38},
pages = {215--243},
publisher = {Springer},
year = {2013}
}
@article{DBLP:journals/cejor/DavendraZBSJ12,
author = {Donald Davendra and
Ivan Zelinka and
Magdalena Bialic{-}Davendra and
Roman Senkerik and
Roman Jasek},
title = {Clustered enhanced differential evolution for the blocking flow shop
scheduling problem},
journal = {Central Eur. J. Oper. Res.},
volume = {20},
number = {4},
pages = {679--717},
year = {2012}
}
@article{DBLP:journals/compsys/SenkerikOZD12,
author = {Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Ivan Zelinka and
Donald Davendra},
title = {Evolutionary Chaos Controller Synthesis for Stabilizing Chaotic H{\'{e}}non
Maps},
journal = {Complex Syst.},
volume = {20},
number = {3},
year = {2012}
}
@article{DBLP:journals/ijbc/SenkerikDZOJ12,
author = {Roman Senkerik and
Donald Davendra and
Ivan Zelinka and
Zuzana Oplatkov{\'{a}} and
Roman Jasek},
title = {Performance Comparison of differential Evolution and {SOMA} on Chaos
Control Optimization Problems},
journal = {Int. J. Bifurc. Chaos},
volume = {22},
number = {8},
year = {2012}
}
@article{DBLP:journals/ijeoe/ZelinkaDJS12,
author = {Ivan Zelinka and
Donald Davendra and
Roman Jasek and
Roman Senkerik},
title = {Investigation on Visualization, Analysis, and Control of Complex Networks
Dynamics},
journal = {Int. J. Energy Optim. Eng.},
volume = {1},
number = {3},
pages = {48--73},
year = {2012}
}
@inproceedings{DBLP:conf/ecms/DavendraGBS12,
author = {Donald Davendra and
Jan Gaura and
Magdalena Bialic{-}Davendra and
Roman Senkerik},
title = {{CUDA} Based Enhanced Differential Evolution: {A} Computational Analysis},
booktitle = {{ECMS}},
pages = {399--404},
publisher = {European Council for Modeling and Simulation},
year = {2012}
}
@inproceedings{DBLP:conf/ecms/OplatkovaSZD12,
author = {Zuzana Oplatkov{\'{a}} and
Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {Utilization Of Analytic Programming For The Stabilization Of High
Order Oscillations Of Chaotic H{\'{e}}non Map},
booktitle = {{ECMS}},
pages = {410--416},
publisher = {European Council for Modeling and Simulation},
year = {2012}
}
@inproceedings{DBLP:conf/ecms/PluhacekSDZ12,
author = {Michal Pluhacek and
Roman Senkerik and
Donald Davendra and
Ivan Zelinka},
title = {Designing {PID} Controller For {DC} Motor System By Means Of Enhanced
{PSO} Algorithm With Discrete Chaotic Lozi Map},
booktitle = {{ECMS}},
pages = {405--409},
publisher = {European Council for Modeling and Simulation},
year = {2012}
}
@inproceedings{DBLP:conf/icaisc/SenkerikODZ12,
author = {Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Donald Davendra and
Ivan Zelinka},
title = {Evolutionary and Meta-evolutionary Approach for the Optimization of
Chaos Control},
booktitle = {{ICAISC} {(SIDE-EC)}},
series = {Lecture Notes in Computer Science},
volume = {7269},
pages = {350--358},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/nostradamus/PluhacekBSOZ12,
author = {Michal Pluhacek and
Vera Budikova and
Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Ivan Zelinka},
title = {Extended Initial Study on the Performance of Enhanced {PSO} Algorithm
with Lozi Chaotic Map},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {192},
pages = {167--177},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/nostradamus/PluhacekSZ12,
author = {Michal Pluhacek and
Roman Senkerik and
Ivan Zelinka},
title = {Impact of Various Chaotic Maps on the Performance of Chaos Enhanced
{PSO} Algorithm with Inertia Weight - An Initial Study},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {192},
pages = {153--166},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/nostradamus/Senkerik12,
author = {Roman Senkerik},
title = {On the Evolutionary Optimization of Chaos Control - {A} Brief Survey},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {192},
pages = {35--48},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/nostradamus/SenkerikOZ12,
author = {Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Ivan Zelinka},
title = {Evolutionary Synthesis of Control Rules by Means of Analytic Programming
for the Purpose of High Order Oscillations Stabilization of Evolutionary
Synthesized Chaotic System},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {192},
pages = {191--201},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/nostradamus/ZelinkaSCBS12,
author = {Ivan Zelinka and
Lenka Skanderov{\'{a}} and
Mohammed Chadli and
Tomas Brandejsky and
Roman Senkerik},
title = {Evolutionary Identification and Synthesis of Predictive Models},
booktitle = {{NOSTRADAMUS}},
series = {Advances in Intelligent Systems and Computing},
volume = {192},
pages = {261--272},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/softcomp/PluhacekSDZ12,
author = {Michal Pluhacek and
Roman Senkerik and
Donald Davendra and
Ivan Zelinka},
title = {Designing {PID} Controller for {DC} Motor by Means of Enhanced {PSO}
Algorithm with Dissipative Chaotic Map},
booktitle = {{SOCO}},
series = {Advances in Intelligent Systems and Computing},
volume = {188},
pages = {475--483},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/softcomp/SenkerikDZOP12,
author = {Roman Senkerik and
Donald Davendra and
Ivan Zelinka and
Zuzana Oplatkov{\'{a}} and
Michal Pluhacek},
title = {Optimization of the Batch Reactor by Means of Chaos Driven Differential
Evolution},
booktitle = {{SOCO}},
series = {Advances in Intelligent Systems and Computing},
volume = {188},
pages = {93--102},
publisher = {Springer},
year = {2012}
}
@incollection{DBLP:series/sci/SenkerikOZJ12,
author = {Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Ivan Zelinka and
Roman Jasek},
title = {Application of Analytic Programming for Evolutionary Synthesis of
Control Law - Introduction of Two Approaches},
booktitle = {Advances in Intelligent Modelling and Simulation},
series = {Studies in Computational Intelligence},
volume = {416},
pages = {253--268},
publisher = {Springer},
year = {2012}
}
@article{DBLP:journals/compsys/ZelinkaDSJ11,
author = {Ivan Zelinka and
Donald Davendra and
Roman Senkerik and
Roman Jasek},
title = {Do Evolutionary Algorithm Dynamics Create Complex Network Structures?},
journal = {Complex Syst.},
volume = {20},
number = {2},
year = {2011}
}
@inproceedings{DBLP:conf/3pgcic/KotyrbaOVSKJ11,
author = {Martin Kotyrba and
Zuzana Oplatkov{\'{a}} and
Eva Voln{\'{a}} and
Roman Senkerik and
Vaclav Kocian and
Michal Janosek},
title = {Time Series Pattern Recognition via SoftComputing},
booktitle = {3PGCIC},
pages = {384--389},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/3pgcic/OplatkovaS11,
author = {Zuzana Oplatkov{\'{a}} and
Roman Senkerik},
title = {Classification with Pseudo Neural Networks Based on Evolutionary Symbolic
Regression},
booktitle = {3PGCIC},
pages = {396--401},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/ecms/OplatkovaHZSJ11,
author = {Zuzana Oplatkov{\'{a}} and
Jiri Holoska and
Ivan Zelinka and
Roman Senkerik and
Roman Jasek},
title = {Steganalysis Of {PQ} Algorithm By Means Of Neural Networks},
booktitle = {{ECMS}},
pages = {446--451},
publisher = {European Council for Modeling and Simulation},
year = {2011}
}
@inproceedings{DBLP:conf/ecms/SenkerikOZJ11,
author = {Roman Senkerik and
Zuzana Oplatkov{\'{a}} and
Ivan Zelinka and
Roman Jasek},
title = {Evolutionary Synthesis Of Control Law For Higher Periodic Orbits Of
Chaotic Logistic Equation},
booktitle = {{ECMS}},
pages = {452--458},
publisher = {European Council for Modeling and Simulation},
year = {2011}
}
@article{DBLP:journals/cma/DavendraZS10,
author = {Donald Davendra and
Ivan Zelinka and
Roman Senkerik},
title = {Chaos driven evolutionary algorithms for the task of {PID} control},
journal = {Comput. Math. Appl.},
volume = {60},
number = {4},
pages = {1088--1104},
year = {2010}
}
@article{DBLP:journals/cma/SenkerikZDO10,
author = {Roman Senkerik and
Ivan Zelinka and
Donald Davendra and
Zuzana Oplatkov{\'{a}}},
title = {Utilization of {SOMA} and differential evolution for robust stabilization
of chaotic Logistic equation},
journal = {Comput. Math. Appl.},
volume = {60},
number = {4},
pages = {1026--1037},
year = {2010}
}
@inproceedings{DBLP:conf/cec/SenkerikDZO10,
author = {Roman Senkerik and
Donald Davendra and
Ivan Zelinka and
Zuzana Oplatkov{\'{a}}},
title = {Chaos driven Differential Evolution in the task of chaos control optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {1--8},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/cisim/ZelinkaDSJSO10,
author = {Ivan Zelinka and
Donald Davendra and
V{\'{a}}clav Sn{\'{a}}sel and
Roman Jasek and
Roman Senkerik and
Zuzana Oplatkov{\'{a}}},
title = {Preliminary investigation on relations between complex networks and
evolutionary algorithms dynamics},
booktitle = {{CISIM}},
pages = {148--153},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/ecms/OplatkovaSZH10,
author = {Zuzana Oplatkov{\'{a}} and
Roman Senkerik and
Ivan Zelinka and
Jiri Holoska},
title = {Synthesis Of Control Law For Chaotic Henon System Preliminary Study},
booktitle = {{ECMS}},
pages = {277--282},
publisher = {European Council for Modeling and Simulation},
year = {2010}
}
@incollection{DBLP:series/sci/SenkerikZDO10,
author = {Roman Senkerik and
Ivan Zelinka and
Donald Davendra and
Zuzana Oplatkov{\'{a}}},
title = {Evolutionary Design of Chaos Control in 1D},
booktitle = {Evolutionary Algorithms and Chaotic Systems},
series = {Studies in Computational Intelligence},
volume = {267},
pages = {165--190},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/asiams/OplatkovaHZS09,
author = {Zuzana Oplatkov{\'{a}} and
Jiri Holoska and
Ivan Zelinka and
Roman Senkerik},
title = {Detection of Steganography Inserted by OutGuess and Steghide by Means
of Neural Networks},
booktitle = {Asia International Conference on Modelling and Simulation},
pages = {7--12},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/cec/SenkerikZO09,
author = {Roman Senkerik and
Ivan Zelinka and
Zuzana Oplatkov{\'{a}}},
title = {Comparison of Differential Evolution and {SOMA} in the task of chaos
control optimization - Extended study: Complex target {CF}},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {2825--2832},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/ecms/SenkerikZO09,
author = {Roman Senkerik and
Ivan Zelinka and
Zuzana Oplatkov{\'{a}}},
title = {Design Of Advanced Targeting Cost Function For Evolutionary Optimization
Of Chaos Control},
booktitle = {{ECMS}},
pages = {122--128},
publisher = {European Council for Modeling and Simulation},
year = {2009}
}
@inproceedings{DBLP:conf/eucc/SenkerikZO09,
author = {Roman Senkerik and
Ivan Zelinka and
Zuzana Oplatkov{\'{a}}},
title = {Evolutionary blackbox control of Logistic equation},
booktitle = {{ECC}},
pages = {2652--2657},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/cisse/SenkerikZO08,
author = {Roman Senkerik and
Ivan Zelinka and
Zuzana Oplatkov{\'{a}}},
title = {Evolutionary Techniques for Deterministic Chaos Control},
booktitle = {{EIAT/IETA}},
pages = {391--396},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/dexaw/OplatkovaHZS08,
author = {Zuzana Oplatkov{\'{a}} and
Jiri Holoska and
Ivan Zelinka and
Roman Senkerik},
title = {Steganography Detection by Means of Neural Networks},
booktitle = {{DEXA} Workshops},
pages = {571--575},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/dexaw/ZelinkaSO08,
author = {Ivan Zelinka and
Roman Senkerik and
Zuzana Oplatkov{\'{a}}},
title = {Performance Comparison of Evolutionary Algorithms in the Task of Optimization
of Chaos Control},
booktitle = {{DEXA} Workshops},
pages = {514--518},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/dexaw/ZelinkaSO08a,
author = {Ivan Zelinka and
Roman Senkerik and
Zuzana Oplatkov{\'{a}}},
title = {Evolutionary Synthesis of Complex Structures},
booktitle = {{DEXA} Workshops},
pages = {537--543},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/dexaw/ZelinkaSO08b,
author = {Ivan Zelinka and
Roman Senkerik and
Zuzana Oplatkov{\'{a}}},
title = {Evolutionary Scanning and Neural Network Optimization},
booktitle = {{DEXA} Workshops},
pages = {576--582},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/cec/SenkerikZD07,
author = {Roman Senkerik and
Ivan Zelinka and
Donald Davendra},
title = {Comparison of evolutionary algorithms in the task of chaos control
optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation},
pages = {3952--3958},
publisher = {{IEEE}},
year = {2007}
}
@inproceedings{DBLP:conf/dexaw/ZelinkaSN07,
author = {Ivan Zelinka and
Roman Senkerik and
Eduard Navratil},
title = {Optimization of Chaos Control by Means of Evolutionary Algorithms},
booktitle = {{DEXA} Workshops},
pages = {163--167},
publisher = {{IEEE} Computer Society},
year = {2007}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-09-10 00:31 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
