| Attributes | Values |
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| rdf:type
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| Description
| - Článek se zabývá novou metodou pro symbolickou regresi - Analytickým programováním (AP), který dokáže řešit různé problémy z oblasti symbolické regrese. Jedním z úkolů může být nastavení optimální trajektorie pro umělého mravence na stezce Santa FE. Kromě principů AP je zde osvětlené, jak AP bylo použito na nastavení trajektorie pro umělého mravence. Byly zde použity 3 evoluční algoritmy jako optimalizační nástroje - SOMA, DE a simulované žíhání (SA). Výsledky ukázaly, že je nutné zvolit vhodný optimalizační nástroj, protože simulované žíhání neobstálo tak dobře jako SOMA a DE. (cs)
- The paper deals with a novelty tool for symbolic regression - Analytic Programming (AP) which is able to solve various problems from the symbolic regression domain. One of the tasks for it can be a setting an optimal trajectory for an artificial ant on Santa Fe trail which is the main application of Analytic Programming in this paper. In this contribution main principles of AP are described and explained. In the second part of the article how AP was used for a setting an optimal trajectory for the artificial ant according the user requirements is in detail described. An ability to create so called programs, as well as Genetic Programming (GP) or Grammatical Evolution (GE) do, is shown in that part. AP is a superstructure of evolutionary algorithms which are necessary to run AP. In this contribution 3 evolutionary algorithms were used - Self Organizing Migrating Algorithm, Differential Evolution and Simulated Annealing. The results show that the first two used algorithms were more successful than not s
- The paper deals with a novelty tool for symbolic regression - Analytic Programming (AP) which is able to solve various problems from the symbolic regression domain. One of the tasks for it can be a setting an optimal trajectory for an artificial ant on Santa Fe trail which is the main application of Analytic Programming in this paper. In this contribution main principles of AP are described and explained. In the second part of the article how AP was used for a setting an optimal trajectory for the artificial ant according the user requirements is in detail described. An ability to create so called programs, as well as Genetic Programming (GP) or Grammatical Evolution (GE) do, is shown in that part. AP is a superstructure of evolutionary algorithms which are necessary to run AP. In this contribution 3 evolutionary algorithms were used - Self Organizing Migrating Algorithm, Differential Evolution and Simulated Annealing. The results show that the first two used algorithms were more successful than not s (en)
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| Title
| - Santa Fe Trail for Artificial Ant with Analytic Programming and Three Evolutionary Algorithms
- Stezka Santa Fe pro umělého mravence s analytickým programováním a třemi evolučními algoritmy (cs)
- Santa Fe Trail for Artificial Ant with Analytic Programming and Three Evolutionary Algorithms (en)
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| skos:prefLabel
| - Santa Fe Trail for Artificial Ant with Analytic Programming and Three Evolutionary Algorithms
- Stezka Santa Fe pro umělého mravence s analytickým programováním a třemi evolučními algoritmy (cs)
- Santa Fe Trail for Artificial Ant with Analytic Programming and Three Evolutionary Algorithms (en)
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| skos:notation
| - RIV/70883521:28140/07:63505862!RIV08-MSM-28140___
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| http://linked.open.../vavai/riv/strany
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| http://linked.open...avai/riv/aktivita
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| http://linked.open...avai/riv/aktivity
| - P(GA102/05/0271), P(GA102/06/1132), Z(MSM7088352101)
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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/70883521:28140/07:63505862
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| http://linked.open...riv/jazykVysledku
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| http://linked.open.../riv/klicovaSlova
| - Evolutionary algorithms; symbolic regression; Santa Fe (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...i/riv/mistoVydani
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| http://linked.open...i/riv/nazevZdroje
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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
| - Oplatková, Zuzana
- Zelinka, Ivan
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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
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| https://schema.org/isbn
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| http://localhost/t...ganizacniJednotka
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