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  • This contribution deals with novelty method which allow to solve hard problems in analytic (not in numerical as is usual) way by means of evolutionary algorithms. This idea was first proposed by J.R. Koza in so called Genetic Programming (GP). In this contribution will be shown how this approach can be universally generalized for any evolutionary algorithms (EAs) with application on Self-Organizing Migrating Algorithm (SOMA, classified like memetic algorithm). For reasons described in the participation this approach is called analytic programming (AP). Some simple demonstrative examples are done here as well as description of relations between Hilbert space and general functional space, which can be regarded like Eas domain.
  • This contribution deals with novelty method which allow to solve hard problems in analytic (not in numerical as is usual) way by means of evolutionary algorithms. This idea was first proposed by J.R. Koza in so called Genetic Programming (GP). In this contribution will be shown how this approach can be universally generalized for any evolutionary algorithms (EAs) with application on Self-Organizing Migrating Algorithm (SOMA, classified like memetic algorithm). For reasons described in the participation this approach is called analytic programming (AP). Some simple demonstrative examples are done here as well as description of relations between Hilbert space and general functional space, which can be regarded like Eas domain. (en)
Title
  • Analytic Programming by Means of SOMA Algorithm
  • Analytic Programming by Means of SOMA Algorithm (en)
skos:prefLabel
  • Analytic Programming by Means of SOMA Algorithm
  • Analytic Programming by Means of SOMA Algorithm (en)
skos:notation
  • RIV/70883521:28110/02:63500747!RIV/2003/GA0/281103/N
http://linked.open.../vavai/riv/strany
  • 149-154
http://linked.open...avai/riv/aktivita
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  • P(GA102/00/0526), P(GA102/02/0204), Z(MSM 265200014)
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  • 638153
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  • RIV/70883521:28110/02:63500747
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http://linked.open.../riv/klicovaSlova
  • SOMA, migration, self-organization, evolutionary algorithms, global optimization, hilbert spaces, general functional space, differential equation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CB4FDA20D7B2]
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  • Egypt
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  • Cairo
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  • Intelligent Computing and Information Systems
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  • Kolomazník, Karel
  • Zelinka, Ivan
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Nubar Printing House
https://schema.org/isbn
  • 977-237-172-3
http://localhost/t...ganizacniJednotka
  • 28110
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