Doc. Ing. Josef Schwarz, CSc.

2016HYRŠ Martin and SCHWARZ Josef. Advanced Parallel Copula Based EDA. In: 2016 IEEE Symposium Series on Computational Intelligence. Athens: Institute of Electrical and Electronics Engineers, 2016, pp. 1-8. ISBN 978-1-5090-4239-5.
 HYRŠ Martin and SCHWARZ Josef. Kopulové EDA algoritmy. In: Počítačové architektury & diagnostika PAD 2016. Bořetice: Faculty of Information Technology BUT, 2016, pp. 105-108. ISBN 978-80-214-5376-0.
2015HYRŠ Martin and SCHWARZ Josef. Elliptical and Archimedean Copulas in Estimation of Distribution Algorithm with Model Migration. In: Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015). Lisbon: SciTePress - Science and Technology Publications, 2015, pp. 212-219. ISBN 978-989-758-157-1.
 HYRŠ Martin and SCHWARZ Josef. Elliptical and Archimedean Copulas in Estimation of Distribution Algorithm. In: MENDEL 2015 21st International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2015, pp. 19-26. ISBN 978-80-214-4984-8.
2014HYRŠ Martin and SCHWARZ Josef. Estimation of distribution algorithm with copula probabilistic model:a short introduction. In: Proceedings of 20th international conference of softcomputing. Brno: Faculty of Mechanical Engineering BUT, 2014, pp. 71-76. ISBN 978-80-214-4984-8.
 HYRŠ Martin and SCHWARZ Josef. Multivariate Gaussian Copula in Estimation of Distribution Algorithm with Model Migration. In: 2014 IEEE Symposium on Foundations of Computational Intelligence (FOCI) Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, 2014, pp. 114-119. ISBN 978-1-4799-4492-7.
2013VRÁNSKY Radovan and SCHWARZ Josef. Content based spam filtering algorithm:Experimental study. In: 19th International Conference on Soft Computing, Mendel 2013. Brno: Faculty of Mechanical Engineering BUT, 2013, pp. 277-282. ISBN 978-80-214-4755-4.
2011POSPÍCHAL Petr, JAROŠ Jiří and SCHWARZ Josef. Acceleration of Grammatical Evolution Using Graphics Processing Units. 7th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Brno: Brno University of Technology, 2011. ISBN 978-80-214-4305-1.
 POSPÍCHAL Petr, SCHWARZ Josef and JAROŠ Jiří. Acceleration of grammatical evolution using graphics processing units: computational intelligence on consumer games and graphics hardware. In: Proceedings of the 2011 GECCO conference companion on Genetic and evolutionary computation. New York: Association for Computing Machinery, 2011, pp. 431-439. ISBN 978-1-4503-0690-4.
 SCHWARZ Josef and POSPÍCHAL Petr. Optimizing Code for Graphics Processing Units. In: Počítačové architektury a diagnostika 2011. Bratislava: Slovak University of Technology in Bratislava, 2011, pp. 79-84. ISBN 978-80-227-3552-0.
2010POSPÍCHAL Petr, JAROŠ Jiří and SCHWARZ Josef. Parallel Genetic Algorithm on the CUDA Architecture. In: Applications of Evolutionary Computation. Berlin Heidelberg: Springer Verlag, 2010, pp. 442-451. ISBN 978-3-642-12238-5.
 POSPÍCHAL Petr, JAROŠ Jiří and SCHWARZ Josef. Parallel Genetic Algorithm on the CUDA Architecture. In: 6th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Brno: Masaryk University, 2010, pp. 210-2011. ISBN 978-80-87342-10-7.
 POSPÍCHAL Petr, SCHWARZ Josef and JAROŠ Jiří. Parallel Genetic Algorithm Solving 0/1 Knapsack Problem Running on the GPU. In: 16th International Conference on Soft Computing MENDEL 2010. Brno: Brno University of Technology, 2010, pp. 64-70. ISBN 978-80-214-4120-0.
2009JAROŠ Jiří and SCHWARZ Josef. Parallel BMDA with an Aggregation of Probability Models. In: Proceeding of 2009 IEEE Congress on Evolutionary Computation. Trondheim: IEEE Computational Intelligence Society, 2009, pp. 1683-1690. ISBN 978-1-4244-2959-2.
2008JAROŠ Jiří and SCHWARZ Josef. Evolutionary Design of Wormhole Switched Collective Communications. In: Proceedings of Junior Scientist Conference 2008. Vienna: TU Vienna, 2008, p. 2. ISBN 978-3-200-01612-5.
 SCHWARZ Josef and JAROŠ Jiří. Parallel Bivariate Marginal Distribution Algorithm with Probability Model Migration. Linkage in Evolutionary Computation. Berlin / Heidelberg: Springer Verlag, 2008, pp. 3-23. ISBN 978-3-540-85067-0.
2007JAROŠ Jiří and SCHWARZ Josef. Parallel BMDA with Probability Model Migration. In: Proceeding of 2007 IEEE Congress on Evolutionary Computation. Singapore: IEEE Computer Society, 2007, pp. 1059-1066. ISBN 1-4244-1340-0.
 KOBLIHA Miloš and SCHWARZ Josef. Self-Organizing Migrating Algorithm for Dynamic Problems: An Experimental study. In: 13th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2007, pp. 24-29. ISBN 978-80-214-3473-8.
 SCHWARZ Josef, JAROŠ Jiří and OČENÁŠEK Jiří. Migration of Probabilistic Models for Island-Based Bivariate EDA Algorithm. In: 2007 Genetic and Evolutionary Computational Conference. New York: Association for Computing Machinery, 2007, pp. 631-631. ISBN 978-1-59593-697-4.
2006KOBLIHA Miloš, SCHWARZ Josef and OČENÁŠEK Jiří. Bayesian Optimization Algorithms for Dynamic Problems. In: Applications of Evolutionary Computing. Budapest: Springer Verlag, 2006, pp. 800-804. ISBN 3-540-33237-5. ISSN 0302-9743.
 OHLÍDAL Miloš and SCHWARZ Josef. Collective Communication AAB for Regular and Irregular Topology Based on Prediction of Conflicts. In: Proc. of 2006 IEEE Design and Diagnostics of Electronic Circuits and Systems Workshop. Praha: IEEE Computer Society, 2006, pp. 224-225. ISBN 1-4244-0184-4.
 OHLÍDAL Miloš, JAROŠ Jiří, DVOŘÁK Václav and SCHWARZ Josef. Evolutionary Design of OAB and AAB Communication Schedules for Interconnection Networks. In: EvoStar 2006. Berlin: Springer Verlag, 2006, pp. 267-278. ISBN 978-3-540-33237-4.
 OČENÁŠEK Jiří, CANTÚ-PAZ Erick, PELIKÁN Martin and SCHWARZ Josef. Design of Parallel Estimation of Distribution Algorithms. Scalable Optimization via Probabilistic Modeling. Berlin: Springer Verlag, 2006, pp. 187-201. ISBN 978-3-540-34953-2.
 SCHWARZ Josef, HLAVINKA Michal, ZELINKA Ivan and KOBLIHA Miloš. SODOMA: Self-Organizing Migrating Algorithm in Dynamic Environment. In: 12th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2006, pp. 163-169. ISBN 80-214-3195-4.
2005KOBLIHA Miloš, SCHWARZ Josef and OČENÁŠEK Jiří. Bayesian Optimization Algorithm in Dynamic Environment. In: Mendel 2005 11th Internacional Conference on Soft Computing. Brno, CZ: Faculty of Mechanical Engineering BUT, 2005, pp. 15-20. ISBN 80-214-2961-5.
 OHLÍDAL Miloš and SCHWARZ Josef. Design of Group Communication for Regular and Irregular Networks. In: Mendel 2005 11th Internacional Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2005, pp. 45-50. ISBN 80-214-2961-5.
2004JAROŠ Jiří and SCHWARZ Josef. Development tools for rapid prototyping of evolutionary algorithms. In: Proceedings of 38th International conference MOSIS'04. Rožnov pod Radhoštěm, 2004, pp. 97-104. ISBN 80-85988-98-4.
 OHLÍDAL Miloš and SCHWARZ Josef. HYBRID PARALLEL SIMULATED ANNEALING USING GENETIC OPERATIONS. In: Mendel 2004 10th Internacional Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2004, pp. 89-94. ISBN 80-214-2676-4.
 OHLÍDAL Miloš and SCHWARZ Josef. Parallel Simulated Annealing Applied to the Traveling Salesman Problem. In: Proceedings of 38th International conference MOSIS'04. Rožnov pod Radhoštěm, 2004, pp. 155-162. ISBN 80-85988-98-4.
 SCHWARZ Josef and JAROŠ Jiří. A PROBLEM KNOWLEDGE BASED BAYESIAN OPTIMIZATION ALGORITHM APPLIED IN MULTIPROCESSOR SCHEDULING. In: Mendel Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2004, pp. 83-88. ISBN 80-214-2676-4.
 SCHWARZ Josef, OČENÁŠEK Jiří and JAROŠ Jiří. Advanced Bayesian Optimization Algorithms Applied in Decomposition Problems. In: Proceedings of ECBS 2004. Los Alamitos: IEEE Computer Society, 2004, pp. 102-111. ISBN 0-7695-2125-8.
2003OČENÁŠEK Jiří, SCHWARZ Josef and PELIKÁN Martin. Design of Multithreaded Estimation of Distribution Algorithms. In: Procceedings of GECCO 2003, USA. Chicago: Kluwer Verlag, 2003, pp. 1247-1258. ISBN 3-540-40-603-4.
 SCHWARZ Josef and OČENÁŠEK Jiří. ACCELERATED BAYESIAN OPTIMIZATION ALGORITHMS FOR ADVANCED HYPERGRAPH PARTITIONING, accepted paper. In: Procceedings of MENDEL 2003. Brno: Faculty of Mechanical Engineering BUT, 2003, pp. 133-141. ISBN 80-214-2411-7.
 SCHWARZ Josef. Bayesovské evoluční algoritmy s aplikacemi v úlohách dekompozice a alokace, habilitační práce. Brno: Faculty of Information Technology BUT, 2003.
 SCHWARZ Josef. Bayesovské evoluční algoritmy s aplikacemi v úlohách dekompozice a alokace, zkrácená verze habilitační práce. Vědecké spisy VUT. Brno: Publishing house of Brno University of Technology VUTIUM, 2003, pp. 1-32. ISBN 80-214-2389-7.
2002OČENÁŠEK Jiří and SCHWARZ Josef. Development system DEBOA for rapid prototyping of evolutionary applications. In: Proceedings of International Conference MOSIS '02. Ostrava, 2002, pp. 169-176. ISBN 80-85988-71-2.
 OČENÁŠEK Jiří and SCHWARZ Josef. Estimation Distribution Algorithm for mixed continuous-discrete optimization problems. In: Proceedings of the 2nd Euro-International Symposium on Computational Intelligence. Kosice: IOS Press, 2002, pp. 227-232. ISBN 1-58603-256-9.
 SCHWARZ Josef and OČENÁŠEK Jiří. Bayes-Dirichlet BDD as a probabilistic model for logic functions and evolutionary circuit decomposer. In: Mendel 2002. Brno: Faculty of Mechanical Engineering BUT, 2002, pp. 117-124. ISBN 80-214-2135-5.
 SCHWARZ Josef and OČENÁŠEK Jiří. Ratio cut hypergraph partitioning using BDD based MBOA optimization algorithm. In: Proceedings of IEEE Design and Diagnostics of Electronic Circuits and Systems Workshop. Brno: Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava, 2002, pp. 87-96. ISBN 80-214-2094-4.
 SCHWARZ Josef. Aplikované evoluční algoritmy. Učební texty pro předmět EVA, obor IT. Brno: Faculty of Information Technology BUT, 2002.
2001OČENÁŠEK Jiří and SCHWARZ Josef. The Distributed Bayesian Optimization Algorithm for Combinatorial Optimization. In: EUROGEN 2001 - Evolutionary Methods for Design, Optimisation and Control with Applications to Industrial Problems. Athens, 2001, pp. 115-120. ISBN 84-89925-97-6.
 SCHWARZ Josef and OČENÁŠEK Jiří. Evolutionary Multiobjective Bayesian Optimization Algorithm:Experimental Study. In: Proceedings of the 35th Spring International Conference MOSIS'01, Vol. 1. Hradec nad Moravicí, 2001, pp. 101-108. ISBN 80-85988-57-7.
 SCHWARZ Josef and OČENÁŠEK Jiří. Multiobjective Bayesian Optimization Algorithm for Combinatorial Problems: Theory and Practice. NEURAL NETWORK WORLD. 2001, vol. 11, no. 5, pp. 423-441. ISSN 1210-0552.
 SCHWARZ Josef and OČENÁŠEK Jiří. Pareto Bayesian Optimization Algorithm for the Multiobjective 0/1 Knapsack Problem. In: Proceedings of the 7th International Mendel Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2001, pp. 131-136. ISBN 80-214-1894-X.
2000OČENÁŠEK Jiří and SCHWARZ Josef. The Parallel Bayesian Optimization Algorithm. In: Proceedings of the European Symposium on Computational Inteligence. Košice: Springer Verlag, 2000, pp. 61-67. ISBN 3-7908-1322-2. ISSN 1615-3871.
 SCHWARZ Josef and OČENÁŠEK Jiří. Partitioning-based placement using advanced genetic algorithm BOA. In: Procceedings of the Mendel '2000 Conference. BRNO: Faculty of Mechanical Engineering BUT, 2000, pp. 88-91. ISBN 80-214-1609-2.
 SCHWARZ Josef and OČENÁŠEK Jiří. The knowledge-based evolutionary algorithm KBOA for hypergraph bisectioning. In: Proceedings of the Fourth Joint Conference on Knowledge-Based Software Engineering Brno, Czech Republic, 2000. BRNO: IOS Press, 2000, pp. 51-58. ISBN 1-58603-060-4.
 SCHWARZ Josef. Fuzzy genetic algorithm - a brief survey. In: Proceedings of the Colloquium Advanced Simulation of Systems. Bystřice pod Hostýnem, 2000, pp. 353-358. ISBN 80-85988-51-8.
 SCHWARZ Josef. The probability models for combinatorial optimization problems. In: Proceedings of The 4th Japan-Central Europe Joint Workshop on Energy and Information in Non-Linear Systems. Brno, Czech Republic, November 10-12, 2000. Brno: unknown, 2000, pp. 72-75.
1999SCHWARZ Josef and OČENÁŠEK Jiří. Experimental study: Hypergraph partitioning based on the simple and advanced genetic algorithm BMDA and BOA. In: Proceedings of the Mendel '99 conference. BRNO: Faculty of Mechanical Engineering BUT, 1999, pp. 124-130. ISBN 80-214-1131-7.
 SCHWARZ Josef and PERINGER Petr. Simulation Model of the Traffic Light Crossing with Fuzzy Control. In: Proceedings of MOSIS'99. Rožnov, 1999, pp. 99-106. ISBN 80-85988-33-X.
 SCHWARZ Josef. Utilizing Genetic Algorithms for VLSI Physical Design-a Brief Survey. In: Electronic Devices and Systems 1999-Proceedings. BRNO: unknown, 1999, pp. 88-91. ISBN 80-214-1466-9.
1998SCHWARZ Josef. Case study: Genetic object designer. In: ASIS 1998. Krnov, 1998, pp. 109-114. ISBN 80-85988-26-7.
 SCHWARZ Josef. Fuzzy trafic light controller. In: Proceedings of MOSIS'98. Bystřice pod Hostýnem, 1998, pp. 67-73. ISBN 80-85988-25-9.
 SCHWARZ Josef. Genetic algorithm for partitioning circuits. In: Mendel '98. Brno: unknown, 1998, pp. 126-131. ISBN 80-214-1199-6.

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