Paralelní evoluční algoritmy pro vícekriteriální optimalizaci
In the present work we study the options for parallelization of evolutionary algorithms for multiobjective optimization (MOGA). We provide the overview of existing sequential and parallel MOGAs and we propose three other methods: FCMOGA - MOGA with fuzzy constraints, HIMOGA - heterogeneous island MO...
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| Format: | Dissertation |
| Language: | English |
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2009
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| Online Access: | http://www.nusl.cz/ntk/nusl-275246 |
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ndltd-nusl.cz-oai-invenio.nusl.cz-275246 |
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ndltd-nusl.cz-oai-invenio.nusl.cz-2752462017-06-27T04:39:46Z Paralelní evoluční algoritmy pro vícekriteriální optimalizaci Parallel evolutionary algorithms for multiobjective optimization Mráz, František Pilát, Martin Neruda, Roman In the present work we study the options for parallelization of evolutionary algorithms for multiobjective optimization (MOGA). We provide the overview of existing sequential and parallel MOGAs and we propose three other methods: FCMOGA - MOGA with fuzzy constraints, HIMOGA - heterogeneous island MOGA, and MOGASOLS - MOGA with single objective local search. We test these algorithms on a set of benchmark problems and compare them with existing MOGAs. 2009 info:eu-repo/semantics/masterThesis http://www.nusl.cz/ntk/nusl-275246 eng info:eu-repo/semantics/restrictedAccess |
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NDLTD |
| language |
English |
| format |
Dissertation |
| sources |
NDLTD |
| description |
In the present work we study the options for parallelization of evolutionary algorithms for multiobjective optimization (MOGA). We provide the overview of existing sequential and parallel MOGAs and we propose three other methods: FCMOGA - MOGA with fuzzy constraints, HIMOGA - heterogeneous island MOGA, and MOGASOLS - MOGA with single objective local search. We test these algorithms on a set of benchmark problems and compare them with existing MOGAs. |
| author2 |
Mráz, František |
| author_facet |
Mráz, František Pilát, Martin |
| author |
Pilát, Martin |
| spellingShingle |
Pilát, Martin Paralelní evoluční algoritmy pro vícekriteriální optimalizaci |
| author_sort |
Pilát, Martin |
| title |
Paralelní evoluční algoritmy pro vícekriteriální optimalizaci |
| title_short |
Paralelní evoluční algoritmy pro vícekriteriální optimalizaci |
| title_full |
Paralelní evoluční algoritmy pro vícekriteriální optimalizaci |
| title_fullStr |
Paralelní evoluční algoritmy pro vícekriteriální optimalizaci |
| title_full_unstemmed |
Paralelní evoluční algoritmy pro vícekriteriální optimalizaci |
| title_sort |
paralelní evoluční algoritmy pro vícekriteriální optimalizaci |
| publishDate |
2009 |
| url |
http://www.nusl.cz/ntk/nusl-275246 |
| work_keys_str_mv |
AT pilatmartin paralelnievolucnialgoritmyprovicekriterialnioptimalizaci AT pilatmartin parallelevolutionaryalgorithmsformultiobjectiveoptimization |
| _version_ |
1718467805395812352 |