Search results
- 1.0384885 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Charypar, V. - Holeňa, Martin
Evolutionary optimization with active learning of surrogate models and fixed evaluation batch size.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 33-40. 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 CTU(CZ) SGS12/157/OHK4/2T/14
Institutional support: RVO:67985807
Keywords : evolutionary optimization * fitness evaluation * surrogate modelling * Gaussian process * active learning
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007332File Download Size Commentary Version Access a0384885.pdf 0 878 KB Publisher’s postprint require - 2.0384883 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Kůrková, Věra
Surrogate solutions of Fredholm equations by feedforward networks.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 49-54. 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 MŠMT OC10047
Institutional support: RVO:67985807
Keywords : surrogate modeling by neural networks * Fredholm integral equations * rates of approximation * model complexity
Subject RIV: IN - Informatics, Computer Science
http://ceur-ws.org/Vol-990/paper8.pdf
Permanent Link: http://hdl.handle.net/11104/0007335File Download Size Commentary Version Access 0384883.pdf 0 627.4 KB Author´s preprint open-access - 3.0384879 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Holeňa, Martin - Štefka, D.
Fuzzy classification rules based on similarity.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 25-31. 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
Institutional support: RVO:67985807
Keywords : classification rules * fuzzy classification * fuzzy integral * fuzzy measure * similarity
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007331File Download Size Commentary Version Access a0384879.pdf 0 135 KB Publisher’s postprint require - 4.0384878 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Demut, R. - Holeňa, Martin
Conformal sets in neural network regression.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 17-24. 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 CTU(CZ) SGS12/157/OHK4/2T/14
Institutional support: RVO:67985807
Keywords : nonlinear regression * artificial neural networks * confidence intervals * transductive inference * conformal sets
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007330File Download Size Commentary Version Access a0384878.pdf 0 313.8 KB Publisher’s postprint require - 5.0384877 - 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 - 6.0384876 SK BXXS
Horváth, T. (ed.)
Information Technologies - Applications and Theory.
Seňa: PONT s.r.o., 2012. ISBN 978-80-971144-0-4 - 7.0371008 - MÚ 2012 RIV SK eng C - Conference Paper (international conference)
Zajíček, Ondřej
Approximate throughput maximization in scheduling of parallel jobs on hypercubes.
Information Technologies - Applications and Theory. Seňa: Pont, 2010 - (Pardubská, D.), s. 71-75. ISBN 978-80-970179-4-1.
[ITAT 2010. Conference on Theory and Practice of Information Technologies. Smrekovica (SK), 21.09.2010-25.09.2010]
R&D Projects: GA AV ČR IAA100190902; GA MŠMT(CZ) 1M0545
Institutional research plan: CEZ:AV0Z10190503
Keywords : scheduling * hypercubes
Subject RIV: BA - General Mathematics
http://ceur-ws.org/Vol-683/paper11.pdf
Permanent Link: http://hdl.handle.net/11104/0204656File Download Size Commentary Version Access Zajicek.pdf 1 231.5 KB Publisher’s postprint open-access - 8.0368902 - ÚI 2012 RIV SK eng C - Conference Paper (international conference)
Holeňa, Martin - Demut, R.
Assessing the Suitability of Surrogate Models in Evolutionary Optimization.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2011 - (Lopatková, M.), s. 31-38. ISBN 978-80-89557-02-8.
[ITAT 2011. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2011-21.09.2011]
R&D Projects: GA ČR GAP202/11/1368
Institutional research plan: CEZ:AV0Z10300504
Keywords : evolutionary optimization * blackbox optimization * surrogate modelling * model suitability * reliability of prediction
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0203112File Download Size Commentary Version Access a0368902.pdf 1 2 MB Publisher’s postprint require - 9.0368901 SK BXXS
Lopatková, M. (ed.)
Information Technologies - Applications and Theory.
Seňa: PONT s.r.o., 2011. ISBN 978-80-89557-02-8 - 10.0366053 - 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