Josef Schwarz

Publications

• 2019

  HYRŠ, M.; SCHWARZ, J. An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration. In GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion. Praha: Association for Computing Machinery, 2019. p. 259-260. ISBN: 978-1-4503-6748-6. Detail

• 2016

  HYRŠ, M.; SCHWARZ, J. Kopulové EDA algoritmy. Počítačové architektury & diagnostika PAD 2016. Bořetice: Fakulta informačních technologií VUT v Brně, 2016. s. 105-108. ISBN: 978-80-214-5376-0. Detail

  HYRŠ, M.; SCHWARZ, J. Advanced Parallel Copula Based EDA. In 2016 IEEE Symposium Series on Computational Intelligence. Athens: Institute of Electrical and Electronics Engineers, 2016. p. 1-8. ISBN: 978-1-5090-4239-5. Detail

• 2015

  HYRŠ, M.; SCHWARZ, J. 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. p. 212-219. ISBN: 978-989-758-157-1. Detail

  HYRŠ, M.; SCHWARZ, J. 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. p. 19-26. ISBN: 978-80-214-4984-8. Detail

• 2014

  HYRŠ, M.; SCHWARZ, J. 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. p. 71-76. ISBN: 978-80-214-4984-8. Detail

  HYRŠ, M.; SCHWARZ, J. 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. p. 114-119. ISBN: 978-1-4799-4492-7. Detail

• 2013

  VRÁNSKY, R.; SCHWARZ, J. Content based spam filtering algorithm:Experimental study. 19th International Conference on Soft Computing, Mendel 2013. Brno: Faculty of Mechanical Engineering BUT, 2013. p. 277-282. ISBN: 978-80-214-4755-4. Detail

• 2011

  POSPÍCHAL, P.; SCHWARZ, J. Effective Mapping of Grammatical Evolution to CUDA Hardware Model. Proceedings of the 17th Conference Student EEICT 2011 Volume 3. Brno: Brno University of Technology, 2011. p. 574-578. ISBN: 978-80-214-4273-3. Detail

  POSPÍCHAL, P.; SCHWARZ, J.; JAROŠ, J. Acceleration of grammatical evolution using graphics processing units: computational intelligence on consumer games and graphics hardware. In Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication. New York: Association for Computing Machinery, 2011. p. 431-438. ISBN: 978-1-4503-0690-4. Detail

  SCHWARZ, J.; POSPÍCHAL, P. Optimizing Code for Graphics Processing Units. Počítačové architektury a diagnostika 2011. Bratislava: Slovak University of Technology in Bratislava, 2011. p. 79-84. ISBN: 978-80-227-3552-0. Detail

• 2010

  POSPÍCHAL, P.; JAROŠ, J.; SCHWARZ, J. Parallel Genetic Algorithm on the CUDA Architecture. In Applications of Evolutionary Computation. Lecture Notes in Computer Science. Berlin Heidelberg: Springer Verlag, 2010. p. 442-451. ISBN: 978-3-642-12238-5. Detail

  POSPÍCHAL, P.; SCHWARZ, J.; JAROŠ, J. 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. p. 64-70. ISBN: 978-80-214-4120-0. Detail

• 2009

  JAROŠ, J.; SCHWARZ, J. Parallel BMDA with an Aggregation of Probability Models. In Proceeding of 2009 IEEE Congress on Evolutionary Computation. Trondheim: IEEE Computational Intelligence Society, 2009. p. 1683-1690. ISBN: 978-1-4244-2959-2. Detail

• 2008

  JAROŠ, J.; SCHWARZ, J. Evoluční návrh wormhole kolektivních komunikací. Proceedings of Junior Scientist Conference 2008. Vienna: Technische Universität Wien, 2008. s. 111-112. ISBN: 978-3-200-01612-5. Detail

  SCHWARZ, J.; JAROŠ, J. Parallel Bivariate Marginal Distribution Algorithm with Probability Model Migration. In Linkage in Evolutionary Computation. LNSC, Studies in Computational Intelligence Vol. 157. Berlin / Heidelberg: Springer Verlag, 2008. p. 3-23. ISBN: 978-3-540-85067-0. Detail

• 2007

  JAROŠ, J.; SCHWARZ, J. Parallel BMDA with Probability Model Migration. In Proceeding of 2007 IEEE Congress on Evolutionary Computation. Singapore: IEEE Computer Society, 2007. p. 1059-1066. ISBN: 1-4244-1340-0. Detail

  KOBLIHA, M.; SCHWARZ, J. Self-Organizing Migrating Algorithm for Dynamic Problems: An Experimental study. In 13th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2007. p. 24-29. ISBN: 978-80-214-3473-8. Detail

• 2006

  KOBLIHA, M.; SCHWARZ, J.; OČENÁŠEK, J. Bayesian Optimization Algorithms for Dynamic Problems. Applications of Evolutionary Computing. Lecture Notes in Computer Science. Budapest: Springer Verlag, 2006. p. 800-804. ISBN: 3-540-33237-5. ISSN: 0302-9743. Detail

  OČENÁŠEK, J.; CANTÚ-PAZ, E.; PELIKÁN, M.; SCHWARZ, J. Design of Parallel Estimation of Distribution Algorithms. In Scalable Optimization via Probabilistic Modeling. Studies in Computational Intelligence. Berlin: Springer Verlag, 2006. p. 187-201. ISBN: 978-3-540-34953-2. Detail

  OHLÍDAL, M.; JAROŠ, J.; DVOŘÁK, V.; SCHWARZ, J. Evolutionary Design of OAB and AAB Communication Schedules for Interconnection Networks. In EvoStar 2006. LNCS 3907. Berlin: Springer Verlag, 2006. p. 267-278. ISBN: 978-3-540-33237-4. Detail

  OHLÍDAL, M.; SCHWARZ, J. 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. p. 224-225. ISBN: 1-4244-0184-4. Detail

• 2005

  KOBLIHA, M., SCHWARZ, J., OČENÁŠEK, J. Bayesian Optimization Algorithm in Dynamic Environment. In Mendel 2005 11th Internacional Conference on Soft Computing. Brno, CZ: Faculty of Mechanical Engineering BUT, 2005. p. 15-20. ISBN: 80-214-2961-5. Detail

  OHLÍDAL, M., SCHWARZ, J. 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. p. 45-50. ISBN: 80-214-2961-5. Detail

• 2004

  JAROŠ, J., SCHWARZ, J. Development tools for rapid prototyping of evolutionary algorithms. In Proceedings of 38th International conference MOSIS'04. Rožnov pod Radhoštěm: 2004. p. 97-104. ISBN: 80-85988-98-4. Detail

  OHLÍDAL, M., SCHWARZ, J. HYBRID PARALLEL SIMULATED ANNEALING USING GENETIC OPERATIONS. In Mendel 2004 10th Internacional Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2004. p. 89-94. ISBN: 80-214-2676-4. Detail

  OHLÍDAL, M., SCHWARZ, J. Parallel Simulated Annealing Applied to the Traveling Salesman Problem. In Proceedings of 38th International conference MOSIS'04. Rožnov pod Radhoštěm: 2004. p. 155-162. ISBN: 80-85988-98-4. Detail

  SCHWARZ, J., JAROŠ, J. A PROBLEM KNOWLEDGE BASED BAYESIAN OPTIMIZATION ALGORITHM APPLIED IN MULTIPROCESSOR SCHEDULING. In Mendel Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2004. p. 83-88. ISBN: 80-214-2676-4. Detail

  SCHWARZ, J., OČENÁŠEK, J., JAROŠ, J. Advanced Bayesian Optimization Algorithms Applied in Decomposition Problems. In Proceedings of ECBS 2004. Los Alamitos: IEEE Computer Society, 2004. p. 102-111. ISBN: 0-7695-2125-8. Detail

• 2003

  OČENÁŠEK, J.; SCHWARZ, J.; PELIKÁN, M. Design of Multithreaded Estimation of Distribution Algorithms. Procceedings of GECCO 2003, USA. Chicago: Kluwer Verlag, 2003. p. 1247-1258. ISBN: 3-540-40-603-4. Detail

  SCHWARZ, J. Bayesovské evoluční algoritmy s aplikacemi v úlohách dekompozice a alokace, zkrácená verze habilitační práce. In Vědecké spisy VUT. Edice Habilitační a inaugurační spisy, sv. 110. Brno: Nakladatelství Vysokého učení technického v Brně VUTIUM, 2003. s. 1-32. ISBN: 80-214-2389-7. Detail

  SCHWARZ, J.; OČENÁŠEK, J. ACCELERATED BAYESIAN OPTIMIZATION ALGORITHMS FOR ADVANCED HYPERGRAPH PARTITIONING, accepted paper. Procceedings of MENDEL 2003. Brno: Faculty of Mechanical Engineering BUT, 2003. p. 133-141. ISBN: 80-214-2411-7. Detail

• 2002

  OČENÁŠEK, J.; SCHWARZ, J. Development system DEBOA for rapid prototyping of evolutionary applications. Proceedings of International Conference MOSIS '02. Ostrava: 2002. p. 169-176. ISBN: 80-85988-71-2. Detail

  OČENÁŠEK, J.; SCHWARZ, J. Estimation Distribution Algorithm for mixed continuous-discrete optimization problems. Proceedings of the 2nd Euro-International Symposium on Computational Intelligence. Kosice: IOS Press, 2002. p. 227-232. ISBN: 1-58603-256-9. Detail

  SCHWARZ, J.; OČENÁŠEK, J. Bayes-Dirichlet BDD as a probabilistic model for logic functions and evolutionary circuit decomposer. Mendel 2002. Brno: Faculty of Mechanical Engineering BUT, 2002. p. 117-124. ISBN: 80-214-2135-5. Detail

  SCHWARZ, J.; OČENÁŠEK, J. Ratio cut hypergraph partitioning using BDD based MBOA optimization algorithm. 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. p. 87-96. ISBN: 80-214-2094-4. Detail

• 2001

  OČENÁŠEK, J.; SCHWARZ, J. The Distributed Bayesian Optimization Algorithm for Combinatorial Optimization. EUROGEN 2001 - Evolutionary Methods for Design, Optimisation and Control with Applications to Industrial Problems. Athens: 2001. p. 115-120. ISBN: 84-89925-97-6. Detail

  SCHWARZ, J.; OČENÁŠEK, J. Evolutionary Multiobjective Bayesian Optimization Algorithm:Experimental Study. Proceedings of the 35th Spring International Conference MOSIS'01, Vol. 1. Hradec nad Moravicí: 2001. p. 101-108. ISBN: 80-85988-57-7. Detail

  SCHWARZ, J.; OČENÁŠEK, J. Pareto Bayesian Optimization Algorithm for the Multiobjective 0/1 Knapsack Problem. Proceedings of the 7th International Mendel Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2001. p. 131-136. ISBN: 80-214-1894-X. Detail

  SCHWARZ, J.; OČENÁŠEK, J. Multiobjective Bayesian Optimization Algorithm for Combinatorial Problems: Theory and Practice. NEURAL NETWORK WORLD, 2001, vol. 11, no. 5, p. 423-441. ISSN: 1210-0552. Detail