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  • SOMA - Self-Organizing Migration Algorithm is highly effective tool of evolutionary optimization as already proven on many real life problems. This article introduces new innovative strategy how to set one of the most important SOMA control parameter PRT, which makes the algorithm even more efficient. 996.3E6 single evaluations have been calculated for 10 different test functions to statistically prove impact of this improvement. Application of the strategy proposed by this article can bring better results in about 50% of optimized functions and possibly even achieve breakthrough in cases, which standard SOMA setting does not perform well.
  • SOMA - Self-Organizing Migration Algorithm is highly effective tool of evolutionary optimization as already proven on many real life problems. This article introduces new innovative strategy how to set one of the most important SOMA control parameter PRT, which makes the algorithm even more efficient. 996.3E6 single evaluations have been calculated for 10 different test functions to statistically prove impact of this improvement. Application of the strategy proposed by this article can bring better results in about 50% of optimized functions and possibly even achieve breakthrough in cases, which standard SOMA setting does not perform well. (en)
Title
  • Innovative Strategy of SOMA Control Parameter Setting
  • Innovative Strategy of SOMA Control Parameter Setting (en)
skos:prefLabel
  • Innovative Strategy of SOMA Control Parameter Setting
  • Innovative Strategy of SOMA Control Parameter Setting (en)
skos:notation
  • RIV/70883521:28140/11:43867263!RIV12-MSM-28140___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • P(2C06007)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 204937
http://linked.open...ai/riv/idVysledku
  • RIV/70883521:28140/11:43867263
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • SOMA, optimization, evolutionary algorithm, PRT, PRTVector (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [F0CABEF914DF]
http://linked.open...v/mistoKonaniAkce
  • Brasov
http://linked.open...i/riv/mistoVydani
  • Timisoara
http://linked.open...i/riv/nazevZdroje
  • 12th WSEAS International Conference on Neural Networks, Fuzzy Systems, Evolutionary Computing & Automation
http://linked.open...in/vavai/riv/obor
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http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Vařacha, Pavel
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • WSEAS press
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  • 978-960-474-292-9
http://localhost/t...ganizacniJednotka
  • 28140
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