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Description
  • In this contribution is explained a new algorithm - Self-Organizing Migrating Algorithm (SOMA), which can be classified like evolutionary algorithm. Principle of this algorithm is explained and then evaluated on various tested functions and examples. This article discusses solving non-linear programming problems containing integer, discrete and continuous variables. A novel mixed integer-discrete-continuous, non-linear optimization method based on SOMA is described as well as the required handling techniques for integer, discrete and continuous variables. In addition, the technique needed to handle boundary constrains as well as those needed to simultaneously deal with several non-linear and non-trivial constraint functions
  • In this contribution is explained a new algorithm - Self-Organizing Migrating Algorithm (SOMA), which can be classified like evolutionary algorithm. Principle of this algorithm is explained and then evaluated on various tested functions and examples. This article discusses solving non-linear programming problems containing integer, discrete and continuous variables. A novel mixed integer-discrete-continuous, non-linear optimization method based on SOMA is described as well as the required handling techniques for integer, discrete and continuous variables. In addition, the technique needed to handle boundary constrains as well as those needed to simultaneously deal with several non-linear and non-trivial constraint functions (en)
Title
  • SOMA - Self-Organizing Migrating Algorithm
  • SOMA - Self-Organizing Migrating Algorithm (en)
skos:prefLabel
  • SOMA - Self-Organizing Migrating Algorithm
  • SOMA - Self-Organizing Migrating Algorithm (en)
skos:notation
  • RIV/00216305:26520/00:63300101!RIV/2001/MSM/265201/N
http://linked.open.../vavai/riv/strany
  • 177
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 260000013)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
  • Zelinka, Ivan
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 726964
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26520/00:63300101
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • SOMA, migration, self-organization, evolutionary algorithms, global optimization, non-linear optimiz (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [C2748437F434]
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • Mendel 2000, 6th International Conference on Soft Computing
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Lampinen, Jouni
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • PC-DIR Brno
https://schema.org/isbn
  • 80-214-1609-2
http://localhost/t...ganizacniJednotka
  • 26520
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