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Description
| - In the paper, three algorithms for the multi-objective optimization based on the strategy of a self-organized migration are compared. The first two algorithms - Weighted Sum Method and Rotated Weighted Metric Method - transform multiple objectives into a single fitness function. The third method - a novel MOSOMA - combines the principle of the non-dominated sorting of population in the objective space and the survey of the decision space of input variables based on the self-organized migration. All three algorithms are compared on the test problem with the Pareto front, which contains both convex and non-convex parts. Monitored parameters are generational distance, spread of solutions and CPU time.
- In the paper, three algorithms for the multi-objective optimization based on the strategy of a self-organized migration are compared. The first two algorithms - Weighted Sum Method and Rotated Weighted Metric Method - transform multiple objectives into a single fitness function. The third method - a novel MOSOMA - combines the principle of the non-dominated sorting of population in the objective space and the survey of the decision space of input variables based on the self-organized migration. All three algorithms are compared on the test problem with the Pareto front, which contains both convex and non-convex parts. Monitored parameters are generational distance, spread of solutions and CPU time. (en)
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Title
| - Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods
- Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods (en)
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skos:prefLabel
| - Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods
- Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods (en)
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skos:notation
| - RIV/00216305:26220/11:PU92033!RIV13-MSM-26220___
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http://linked.open...avai/predkladatel
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
| - P(7E09008), P(EE2.3.20.0007), P(GA102/07/0688), P(GD102/08/H018), P(OC08027), P(OC09016), R, S, Z(MSM0021630513)
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/00216305:26220/11:PU92033
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - MOSOMA, multi-objective optimization, weighted sum method, rotated weighted metric method. (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...ontrolniKodProRIV
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http://linked.open...v/mistoKonaniAkce
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http://linked.open...i/riv/mistoVydani
| - Purkyňova 118, 61200 Brno, Czech Republic
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http://linked.open...i/riv/nazevZdroje
| - Proceedings of 21st International Conferrence Radioelktronika 2011
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...vavai/riv/projekt
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http://linked.open...UplatneniVysledku
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http://linked.open...iv/tvurceVysledku
| - Kadlec, Petr
- Raida, Zbyněk
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http://linked.open...vavai/riv/typAkce
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http://linked.open.../riv/zahajeniAkce
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http://linked.open...n/vavai/riv/zamer
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number of pages
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http://purl.org/ne...btex#hasPublisher
| - Vysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav radioelektroniky
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https://schema.org/isbn
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http://localhost/t...ganizacniJednotka
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is http://linked.open...avai/riv/vysledek
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