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Petr Bujok

Petr Bujok

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Academic degree, name, surname:RNDr. Petr Bujok, Ph.D.
Room, floor, building: A 305, Building A
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Department/ Faculty: Department of Informatics and Computers (Faculty of Science)
Phone number, mobile: +420 597 09 2176
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All publications

Poláková, R. a Bujok, P. Adaptation of Population Size in Differential Evolution Algorithm: An Experimental Comparison. In: IEEE IWSSIP2018: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP) 2018-06-20 Maribor. Maribor, Slovinsko: IEEE, 2018. ISBN 978-1-5386-6979-2.
Bujok, P. a Poláková, R. Adaptive Diversity-Control Mechanism Used in Popular Nature-Inspired Algorithms to Tackle the Real-World Problems. In: ERK'2018: Twenty-seventh International Electrotechnical and Computer Science Conference (ERK'2018) 2018-09-17 Portorož. IEEE, 2018. s. 344-347. ISSN 2591-0442.
Bujok, P. Cooperative Model for Nature-Inspired Algorithms in Solving Real-World Optimization Problems. In: BIOMA: Bioinspired Optimization Methods and Their Applications 2018-05-16 Paris. Paris: Springer International Publishing AG, part of Springer Nature, 2018. s. 50-61. ISBN 978-3-319-91640-8.
Zámečníková, H., Einšpiglová, D., Poláková, R. a Bujok, P. Diversity-based Population Size Adaptation in Nature-inspired Optimization Alogorithms. In: ISCAMI2018, Proceedings of the 19th International Student Conference on Applied Mathematics and Informatics 2018-05-10 Malenovice. Ostrava: University of Ostrava, 2018. s. 71-71. ISBN 978-80-7464-112-1.
Bujok, P. Migration Model of Adaptive Differential Evolution Applied to Real-World Problems. In: 17th International Conference on Artificial Intelligence and Soft Computing: LNCS 10841 Artificial Intelligence and Soft Computing - Part I 2018-06-03 Zakopane, Polsko. Switzerland: Springer, 2018. s. 313-322. ISBN 978-3-319-91252-3.
Bujok, P. a Poláková, R. Migration Model of jSO Algorithm. In: IEEE IWSSIP2018: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP) 2018-06-20 Maribor. IEEE, 2018. ISBN 978-1-5386-6979-2.
Poláková, R. a Bujok, P. Popular Optimisation Algorithms with Diversity-based Adaptive Mechanism for Population Size. In: MENDEL'18, 24th International Conference on Soft Computing: 2018-06-26 Brno. Springer, 2018.
Škrabánková, J., Laš, L. a Bujok, P. Visualisation and interpretation of student strategies in solving natural science-based tasks using the eye-tracker. Journal of Eye Movement Research. 2018, 11(4), ISSN 1995-8692.
Poláková, R., Tvrdík, J. a Bujok, P. Adaptation of Population Size According to Current Population Diversity in Differential Evolution. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI): 2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings 2017-11-27 Honolulu. Piscataway, USA: IEEE, 2017. s. 2627-2634. ISBN 978-1-5386-2725-9.
Bujok, P., Tvrdík, J. a Poláková, R. Adaptive Differential Evolution vs. Nature-Inspired Algorithms: An Experimental Comparison. In: 2017 IEEE SSCI: 2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings 2017-11-27 Honolulu. Piscataway, USA: IEEE, 2017. s. 2604-2611. ISBN 978-1-5386-2725-9.
Konečná, P. a Bujok, P. ANALYSIS OF EFFICIENCY OF ENTRANCE EXAMINATION BASED ON PERMEATION IN THE FIRST YEAR OF STUDY. In: 16th Conference of Applied Mathematics: Proceedings, 16th Conference of Applied Mathematics Aplimat 2016 2017-01-31 Bratislava. Bratislava: Spektrum STU Bratislava, 2017. s. 827-835. ISBN 978-80-227-4650-2.
Kukliczová, I., Zeleníková, R. a Bujok, P. Assessing subjective sleep quality in seniors. Central European Journal of Nursing and Midwifery. 2017, roč. 8, č. 1, s. 559-564. ISSN 2336-3517.
Bujok, P. a Tvrdík, J. Enhanced Individual-dependent Differential Evolution with Population Size Adaptation. In: CEC IEEE 2017: CEC IEEE 2017 2017-06-05 San Sebastián. San Sebastián, Spain: IEEE, 2017. s. 1358-1365. ISBN 978-1-5090-4600-3.
Bujok, P. Improving the Convergence of Differential Evolution. In: Numerical Analysis and Its Applications: 6th International Conference, NAA 2016: LNCS 10187 Numerical Analysis and Its Applications 2016-06-15 Lozenetz, Bulgaria. Switzerland: Springer International Publishing, 2017. s. 252-260. ISBN 978-3-319-57098-3.
Bujok, P., Tvrdík, J. a Poláková, R. NATURE-INSPIRED ALGORITHMS IN REAL-WORLD OPTIMIZATION PROBLEMS. MENDEL Soft Computing Journal. 2017, č. 23, s. 7-14. ISSN 1803-3814.
Bujok, P. On Modification of Population-Based Approach Used in Adaptive Differential Evolution Algorithm. Acta Polytechnica Hungarica. 2017, č. 14, s. 163-180. ISSN 1785-8860.
Bujok, P. On the Efficiency of Successful-Parent Selection Framework in the State-of-the-art Differential Evolution Variants. In: 16th International Conference on Artificial Intelligence and Soft Computing: LNAI 10245 Artificial Intelligence and Soft Computing - Part I 2017-06-11 Zakopane, Polsko. New York: Springer, 2017. s. 327-336. ISBN 978-3-319-59063-9.
Sochor, T., Zuzčák, M. a Bujok, P. Analysis of attackers against windows emulating honeypots in various types of networks and regions. In: International Conference on Ubiquitous and Future Networks, ICUFN: International Conference on Ubiquitous and Future Networks, ICUFN 2016 Wien, Austria. IEEE Computer Society, 2016. s. 863-868. ISBN 978-1-4673-9991-3.
Bujok, P., Tvrdík, J. a Poláková, R. Differential Evolution with Exponential Crossover Revisited. In: MENDEL 2016: MENDEL 2016 22nd International Conference on Soft Computing 2016-06-07 Brno. Brno: Brno University of Technology, 2016. Brno University of Technology, 2016. s. 17-24. ISBN 978-80-214-5365-4.
Doleček, R., Pleva, L., Němečková Crkvenjaš, Z., Tvrdík, J., Švagera, Z., Bartoš, V., Bujok, P., Cichý, Z., Dvořáček, I., Cholevík, D., Koliba, P., Poláková, R., Pometlová, J., Šafarčík, K. a Závada, M. Endokrinologie traumatu. Praha: Maxdorf Jessenius, 2016. 215 s. ISBN 978-80-7345-484-5.
Bujok, P. a Tvrdík, J. Enhanced Success-history Based Parameter Adaptation for Differential Evolution and Real-World Optimization Problems. In: BIOMA2016: Bioinspired Optimization Methods and their Applications, BIOMA 2016 2016-05-18 Bled, Slovinsko. Ljubljana, Slovenia: Jožef Stefana Institute, 2016. s. 159-171. ISBN 978-961-264-093-4.
Poláková, R., Tvrdík, J. a Bujok, P. Evaluating the Performance of L-SHADE with Competing Strategies on CEC2014 Single Parameter-operator Test Suite. In: WCCI 2016: CEC IEEE 2016 2016-07-24 Vancouver. IEEE, 2016. s. 1181-1187. ISBN 9781509006229.
Bujok, P., Tvrdík, J. a Poláková, R. Evaluating the Performance of SHADE with Competing Strategies on CEC 2014 Single-Parameter Test Suite. In: WCCI 2016: CEC IEEE 2016 2016-07-24 Vancouver. IEEE, 2016. s. 5002-5009. ISBN 9781509006229.
Bujok, P. Change of the Convergence Speed in Differential Evolution Algorithm. In: Sixth Conference on Numerical Analysis and Applications: NAA´16 2016-06-15 Lozenets, Bulgaria. Rousse: University of Rousse, 2016. University of Rousse, 2016. s. 10-10.
Poláková, R., Tvrdík, J. a Bujok, P. L-SHADE with Competing Strategies Applied to CEC2015 Learning-based Test Suite. In: WCCI 2016: CEC IEEE 2016 2016-07-24 Vancouver. IEEE, 2016. s. 4790-4796. ISBN 9781509006229.
Poláková, R. a Bujok, P. Our Recent Works in the Field of Differential Evolution Algorithm. In: SKIP. Ostrava. 2016.
Poláková, R., Tvrdík, J. a Bujok, P. Population-size adaptation through diversity-control mechanism for differential evolution. In: Mendel 2016: MENDEL 2016 22nd International Conference on Soft Computing 2016-06-08 Brno. Brno: Brno University of Technology, 2016. s. 49-56. ISBN 9788021453654.
Sochor, T., Zuzčák, M. a Bujok, P. Statistical analysis of attacking autonomous systems: Detailed Statistics of Attackers against Linux Honeynet. In: 2016 International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2016; London; United Kingdom; 13 June 2016 through 14 June 2016;: 2016 International Conference on Cyber Security and Protection of Digital Services, Cyber Security 2016 2016-06-13 London, UK. Institute of Electrical and Electronics Engineers Inc., 2016. ISBN 978-1-5090-0709-7.
Bujok, P. a Tvrdík, J. Adaptive Differential Evolution: SHADE with Competing Crossover Strategies. In: 14th International Conference on Artificial Intelligence and Soft Computing: Lecture Notes in Artificial Intelligence 9119 2015-06-14 Zakopane, Polsko. New York: Springer, 2015. Springer, 2015. s. 329-339. ISBN 978-3-319-19323-6.
Poláková, R., Tvrdík, J. a Bujok, P. Cooperation of Optimization Algorithms: A Simple Hierarchical Model. In: CEC2015: 2015 IEEE Congress on Evolutionary Computation (CEC) 2015-05-25 Sendai, Japonsko. Institute of Electrical and Electronics Engineers Inc., 2015. s. 1046-1052. ISBN 978-1-4799-7492-4.
Bujok, P. Hierarchical Topology in Parallel Differential Evolution. In: Lecture Notes in Computer Science 8962. Berlin Heidelberg: Springer-Verlag, 2015. Springer-Verlag, 2015. s. 62-69. ISBN 978-3-319-15584-5.
Bujok, P. a Tvrdík, J. New Variants of Adaptive Differential Evolution Algorithm With Competing Strategies. Acta Electrotechnica et Informatica. 2015, roč. 15, č. 15, s. 49-56. ISSN 1335-8243.
Kotyrba, M., Volná, E. a Bujok, P. Unconventional modelling of complex system via cellular automata and differential evolution. Swarm and Evolutionary Computation. 2015, č. 25, s. 52-62. ISSN 2210-6502.
Bujok, P., Tvrdík, J. a Poláková, R. Základy pravděpodobnosti a statistiky. 2015.
Poláková, R., Tvrdík, J. a Bujok, P. Controlled Restart in Differential Evolution Applied to CEC2014 Benchmark Functions. In: 2014 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers Inc., 2014. s. 2230-2236. ISBN 978-1-4799-1488-3.
Bujok, P., Tvrdík, J. a Poláková, R. Differential Evolution with Rotation-Invariant Mutation and Competing-Strategies Adaptation. In: WCCI 2014. Institute of Electrical and Electronics Engineers Inc., 2014. s. 2253-2258. ISBN 978-1-4799-1488-3.
Bujok, P. Globální optimalizace a diferenciální evoluce. In: BIG DATA A ZPRACOVÁNÍ INFORMACÍ V ICT. FEI-VŠB-TUO, Ostrava. 2014.
Bujok, P. Hierarchical Topology in Parallel Differential Evolution. In: Eight International Conference on Numerical Methods and Applications.
Bujok, P. Tvorba testů v LMS Moodle, testy v HotPotatoes. 2014.
Tvrdík, J., Bujok, P. a Poláková, R. A Comparison of Adaptive Differential Evolution Algorithms on CEC 2013 Benchmark Problems. In: 19th International Conference on Soft Computing MENDEL 2013. Brno: Brno University of Technology, 2013. Brno University of Technology, 2013. s. 123-128. ISBN 978-802144540-6.
Bujok, P., Tvrdík, J. a Poláková, R. A Comparison of Adaptive Differential Evolution Algorithms on CEC 2013 Benchmark Problems. In: 19th International Conference on Soft Computing MENDEL 2013. Brno: Brno University of Technology. 2013.
Bujok, P. a Tvrdík, J. A New Variant of Competitive Differential Evolution Algorithm: Book of abstracts. In: Informatics 2013. Košice: FEEI TU of Košice, 2013. FEEI TU of Košice, 2013. s. 304-308. ISBN 978-80-8143-127-2.
Bujok, P. a Tvrdík, J. A New Variant of Competitive Differential Evolution Algorithm. Spišská Nová Ves, Slovakia. 2013.
Bujok, P. Efficiency of Migration in Parallel Differential Evolution. In: ISCAMI 2013. Hotel KAM, Malenovice: IRAFM. 2013.
Bujok, P. Efficiency of Migration in Parallel Differential Evolution. In: ISCAMI 2013. IRAFM, 2013. s. 18-18.
Bujok, P. London School of Hygiene & Tropical Medicine. 2013.
Bujok, P. Paralelismus a adaptivních evolučních algoritmech. 2013.
Bujok, P. Synchronous and Asynchronous Migration in Adaptive Differential Evolution Algorithms. NEURAL NETWORK WORLD. 2013, č. 23, s. 17-30. ISSN 1210-0552.
Bujok, P. Základy pravděpodobnosti a statistiky. 2013.
Tvrdík, J., Poláková, R. a Bujok, P. A Comparison of Adaptive Differential Evolution Variants for Single-Objective Optimization. In: 18th International Conference on Soft Computing MENDEL 2012. Brno: Brno University of Technology, 2012. Brno University of Technology, 2012. s. 132-137. ISBN 978-80-214-4540-6.
Tvrdík, J., Poláková, R. a Bujok, P. A Comparison of Adaptive Differential Evolution Variants for Single-Objective Optimization. Brno. 2012.
Tvrdík, J., Poláková, R., VESELSKÝ, J. a Bujok, P. Adaptive Variants of Differential Evolution: Towards Control-Parameter-Free Optimizers. In: Handbook of Optimization - From Classical to Modern Approach. Berlin Heidelberg: Springer-Verlag, 2012. s. 423-449. Intellingent Systems Reference Library, vol. 38. ISBN 978-3-642-30503-0.
Bujok, P. a Tvrdík, J. Parallel Migration Model Employing Various Adaptive Variants of Differential Evolution. In: ICAISC 2012 SIDE 2012. Zakopane. 2012.
Bujok, P. a Tvrdík, J. Parallel Migration Model Employing Various Adaptive Variants of Differential Evolution. In: Lecture Notes in Computer Science 7269. Berlin Heidelberg: Springer-Verlag, 2012. Springer-Verlag, 2012. s. 39-47. ISBN 978-3-642-29352-8.
Bujok, P. PRACE Spring School 2012, School for Developers of Petascale Applications. 2012.
Bujok, P. Synchronous Migration in an Island Model of Differential Evolution. In: ISCAMI 2012. Hotel KAM, Malenovice: IRAFM. 2012.
Bujok, P. Synchronous Migration in an Island Model of Differential Evolution. In: Book of Abstracts ISCAMI 2012. s. 16-16.
BUJOK, P. a Tvrdík, J. A COMPARISON OF VARIOUS STRATEGIES IN DIFFERENTIAL EVOLUTION. In: MENDEL 2011. Brno: Brno University of Technology, Faculty of Mechanical Engineering, 2011. Brno University of Technology, Faculty of Mechanical Engineering, 2011. s. 48-55. ISBN 978-80-214-4302-0.
Bujok, P. a Tvrdík, J. Parallel Migration Model in Competitive Differential Evolution. In: SYNASC 2011. Romania: West University of Timisoara, 2011. West University of Timisoara, 2011.
BUJOK, P. a Tvrdík, J. Parallel Migration Models Applied to Competitive Differential Evolution. In: 13th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing. Los Alamitos: IEEE Computer Society, 2011. IEEE Computer Society, 2011. s. 306-313. ISBN 978-0-7695-4630-8.
BUJOK, P. PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS. In: APLIMAT 10th INTERNATIONAL CONFERENCE. Bratislava: Slovak University of Technology in Bratislava, 2011. Slovak University of Technology in Bratislava, 2011. s. 357-364. ISBN 978-80-89313-51-8.
Bujok, P. PARALLEL MODELS OF ADAPTIVE DIFFERENTIAL EVOLUTION BASED ON MIGRATION PROCESS. Aplimat - Journal of Applied Mathematics. 2011, roč. 2011, č. 4, s. 347-355. ISSN 1337-6365.
Bujok, P. Porovnání mutací v diferenciální evoluci. In: Sborník SVK 2011. Ostrava: Ostravská univerzita, 2011. Ostravská univerzita, 2011. s. 239-242. ISBN 978-80-7368-909-4.
Bujok, P. Evolutionary algorithms. In: Workshop participation. Reykjavík, Island: University of Iceland, School of Education. 2010.
Bujok, P. Migrační model paralelní diferenciální evoluce. FPV UKV v Nitre, 2010. s. 749-755. ISBN 978-80-8094-742-2.
Bujok, P. PARALELNÍ VARIANTA DIFERENCIÁLNÍ EVOLUCE. Ostrava: PřF, OU, 2010. PřF, OU, 2010. s. 173-176. ISBN 978-80-7368-719-9.
Bujok, P. University of Iceland, School of Education. 2010.
Tvrdík, J., Pavliska, V. a Bujok, P. Základy modelování v MATLABu. 2010.
Bujok, P. Diferenciální evoluce - prostředek optimalizace. Ostrava: PřF, OU, 2009. PřF, OU, 2009. s. 73-74. ISBN 978-80-7368-458-7.
BUJOK, P. Paralelismus v evolučních algoritmech. Plzeň: ZČU v Plzni, 2009. ZČU v Plzni, 2009. s. 25-28. ISBN 978-80-7043-809-1.


AuthorTitleType of thesisYear
Ferik JanVariants of differential evolution algorithm with archiveMaster's thesis 2018 
Kolčářová VeronikaAnalysis of selected economical time series using conventional and unconventional methodsMaster's thesis 2018 
Weszter DávidModel of various cooperating evolutionary algorithmsMaster's thesis 2018 
Bulava RobertData Analysis of Eating Habits of Students at the University of OstravaMaster's thesis 2017 
Skotnica OndřejThe performance comparison of the selected nature-inspired evolutionary algorithmsMaster's thesis 2016 
Rožňák MilanImplementation of selected spectral analysis methods of time seriesMaster's thesis 2015 
Křížková JessicaDifferential evolution based on covariance matrixBachelor's thesis 2017 
Máček RichardPractical comparison of non-parallel and parallel differential evolutionBachelor's thesis 2016 
Weszter DávidDifferential evolution algorithm in pseudo-parallel modeBachelor's thesis 2016 
Ferik JanCollection of Solved Examples from ProbabilityBachelor's thesis 2015 
Karnufková KarinComparison of available free software for statistical data processingBachelor's thesis 2012 


Study of influence of the evolutionary algorithms parameters change in dependence on individuals distribution in the search space
Main solverRNDr. Petr Bujok, Ph.D.
Period1/2018 - 12/2018
ProviderSpecifický VŠ výzkum
Statesolved
Study of influence of the evolutionary algorithms parameters change in dependence on individuals distribution in the search space
Main solverRNDr. Petr Bujok, Ph.D.
Period1/2017 - 12/2017
ProviderSpecifický VŠ výzkum
Statefinished
Development and application of new adaptive and cooperative evolutionary algorithms
Main solverRNDr. Petr Bujok, Ph.D.
Period1/2016 - 12/2016
ProviderSpecifický VŠ výzkum
Statefinished
Aktualizace opory předmětu Základy pravděpodobnosti a statistiky katedry informatiky a počítačů
Main solverRNDr. Petr Bujok, Ph.D.
Period1/2015 - 12/2015
ProviderRozvojové programy MŠMT
Statefinished
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