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- 1.0396832 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin - Charypar, V.
Improving the Model Guided Sampling Optimization by Model Search and Slice Sampling.
ITAT 2013: Information Technologies - Applications and Theory Workshops, Posters, and Tutorials. North Charleston: CreateSpace Independent Publishing Platform, 2013 - (Vinař, T.; Holeňa, M.; Lexa, M.; Peška, L.; Vojtáš, P.), s. 86-91. ISBN 978-1-4909-5208-6.
[ITAT 2013. Conference on Theory and Practice of Information Technologies. Donovaly (SK), 11.09.2013-15.09.2013]
R&D Projects: GA ČR GAP202/11/1368; GA ČR GA13-17187S
Grant - others:GA UK(CZ) 278511/2011; GA CTU(CZ) SGS12/196/OHK3/3T/14
Institutional support: RVO:67985807
Keywords : black-box optimization * evolutionary optimization * EGO * Gaussian process * slice sampling
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0224521File Download Size Commentary Version Access 0396832.pdf 4 853 KB Publisher’s postprint require - 2.0394260 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Bajer, Lukáš - Charypar, V. - Holeňa, Martin
Model guided sampling optimization with gaussian processes for expensive black-box optimization.
GECCO Companion '13. Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion. New York: ACM, 2013 - (Blum, C.), s. 1715-1716. ISBN 978-1-4503-1964-5.
[GECCO 2013. Genetic and Evolutionary Computation Conference. Amsterdam (NL), 06.07.2013-10.07.2013]
R&D Projects: GA ČR GAP202/11/1368; GA ČR GA13-17187S
Grant - others:GA UK(CZ) 278511/2011; CTU(CZ) SGS12/196/OHK3/3T/14
Institutional support: RVO:67985807
Keywords : benchmarking * black-box optimization * modelling * gaussian processes
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0222531File Download Size Commentary Version Access a0394260.pdf 0 462.3 KB Publisher’s postprint require - 3.0389195 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin
Surrogate Model for Mixed-Variables Evolutionary Optimization Based on GLM and RBF Networks.
SOFSEM 2013. Theory and Practice of Computer Science. Berlin: Springer, 2013 - (van Emde Boas, P.; Groen, F.; Italiano, G.; Nawrocki, J.; Sack, H.), s. 481-490. Lecture Notes in Computer Science, 7741. ISBN 978-3-642-35842-5. ISSN 0302-9743.
[SOFSEM 2013. Conference on Current Trends in Theory and Practice of Computer Science /39./. Špindlerův Mlýn (CZ), 26.01.2013-31.01.2013]
R&D Projects: GA ČR GAP202/11/1368; GA ČR GA201/08/0802
Grant - others:GA UK(CZ) 278511/2011
Institutional support: RVO:67985807
Keywords : surrogate modelling * RBF networks * genetic algorithms * mixed-variables optimization * continuous and discrete variables
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0218075File Download Size Commentary Version Access a0389195.pdf 0 218.2 KB Publisher’s postprint require - 4.0384877 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin
RBF-based surrogate model for evolutionary optimization.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 3-8. ISBN 978-80-971144-0-4.
[ITAT 2012. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2012-21.09.2012]
R&D Projects: GA ČR GA201/08/0802
Grant - others:GA UK(CZ) 278511/2011
Institutional support: RVO:67985807
Keywords : surrogate models * mixed-variable optimization * rbf networks * evolutionary optimization
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007325File Download Size Commentary Version Access a0384877.pdf 0 483.1 KB Publisher’s postprint require - 5.0380963 - ÚI 2013 RIV US eng C - Conference Paper (international conference)
Holeňa, Martin - Linke, D. - Bajer, Lukáš
Surrogate Modeling in the Evolutionary Optimization of Catalytic Materials.
GECCO '12. Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference. New York: ACM, 2012 - (Soule, T.), s. 1095-1102. ISBN 978-1-4503-1177-9.
[GECCO 2012. Genetic and Evolutionary Computation Conference. Conference on Genetic Algorithms /21./ and Annual Genetic Programming Conference /17./. Philadelphia (US), 07.07.2012-11.07.2012]
R&D Projects: GA ČR GA201/08/0802; GA ČR GAP202/11/1368
Grant - others:GA UK(CZ) 278511/2011
Institutional support: RVO:67985807
Keywords : evolutionary optimization * mixed optimization * surrogate modeling * model suitability * applications in chemistry
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0211545File Download Size Commentary Version Access a0380963.pdf 0 505 KB Publisher’s postprint require - 6.0366053 - ÚI 2012 RIV SK eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin
Estimation of distribution algorithms with copula-based models.
Informačné technológie - aplikácie a teória. Seňa: PONT s.r.o., 2011 - (Lopatková, M.), s. 57-61. ISBN 978-80-89557-01-1.
[ITAT 2011. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2011-21.09.2011]
R&D Projects: GA ČR GA201/08/0802
Grant - others:GA UK(CZ) 278511/2011
Institutional research plan: CEZ:AV0Z10300504
Keywords : estimation of distribution algorithms * copula theory
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0201147File Download Size Commentary Version Access a0366053.pdf 0 343.5 KB Publisher’s postprint require