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| Description
| - Tento příspěvek popisuje analytické programování, novou metodu, která umožňuje řešit různé problémy z pole symbolické regrese. Symbolická regrese byla poprvé navržena J.R. Kozou v genetickém programování a C. Ryanem v gramatické evoluci. Tento příspěvek vysvětluje hlavní principy analytického programování a demonstruje jeho schopnost syntetizovat vhodná řešení, zvané programy. Pak je srovnána struktura s genetickým programováním a gramatickou evolucí. Po teoretické části, komparativní studie zaměřená na Boolovské problémy k-symetrické a k-paritní s Kozovým genetickým programováním a analytickým programováním. Zde jsou použity dva evoluční algoritmy: diferenciální evoluce a samoorganizující se migrační algoritmus. Tato komparativní studie Boolovských k-symetrických a k-paritních problémů je pokračováním předchozí studie provedené analytickým programováním v minulosti. (cs)
- This contribution introduces analytical programming, a novel method that allows solving various problems from the symbolic regression domain. Symbolic regression was first proposed by J. R. Koza in his genetic programming and by C. Ryan in grammatical evolution. This contribution explains the main principles of analytic programming, and demonstrates its ability to synthesize suitable solutions, called programs. It is then compared in its structure with genetic programming and grammatical evolution. After theoretical part, a comparative study concerned with Boolean k-symmetry and k-even problems from Koza's genetic programming domain is done with analytical programming. Here, two evolutionary algorithms are used with analytical programming: differential evolution and self-organizing migrating algorithm. Boolean k-symmetry and k-even problems comparative study here are continuation of previous comparative studies done by analytic programming in the past.
- This contribution introduces analytical programming, a novel method that allows solving various problems from the symbolic regression domain. Symbolic regression was first proposed by J. R. Koza in his genetic programming and by C. Ryan in grammatical evolution. This contribution explains the main principles of analytic programming, and demonstrates its ability to synthesize suitable solutions, called programs. It is then compared in its structure with genetic programming and grammatical evolution. After theoretical part, a comparative study concerned with Boolean k-symmetry and k-even problems from Koza's genetic programming domain is done with analytical programming. Here, two evolutionary algorithms are used with analytical programming: differential evolution and self-organizing migrating algorithm. Boolean k-symmetry and k-even problems comparative study here are continuation of previous comparative studies done by analytic programming in the past. (en)
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| Title
| - Analytic Programming - Symbolic Regression by Means of Arbitrary Evolutionary Algorithms
- Analytické Programování - Symbolická regrese s využitím jakéhokoli evolučního algoritmu (cs)
- Analytic Programming - Symbolic Regression by Means of Arbitrary Evolutionary Algorithms (en)
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| skos:prefLabel
| - Analytic Programming - Symbolic Regression by Means of Arbitrary Evolutionary Algorithms
- Analytické Programování - Symbolická regrese s využitím jakéhokoli evolučního algoritmu (cs)
- Analytic Programming - Symbolic Regression by Means of Arbitrary Evolutionary Algorithms (en)
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| skos:notation
| - RIV/70883521:28110/05:63504197!RIV06-MSM-28110___
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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(GA102/02/0204), P(GA102/03/0070), Z(MSM7088352101)
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| http://linked.open...iv/cisloPeriodika
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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/70883521:28110/05:63504197
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| http://linked.open...riv/jazykVysledku
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| http://linked.open.../riv/klicovaSlova
| - symbolic regression; genetic programming; grammar evolution; analytic programming; SOMA (en)
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| http://linked.open.../riv/klicoveSlovo
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| http://linked.open...odStatuVydavatele
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| http://linked.open...ontrolniKodProRIV
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| http://linked.open...i/riv/nazevZdroje
| - International Journal of Simulation, Systems, Science and Technology
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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...v/svazekPeriodika
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| http://linked.open...iv/tvurceVysledku
| - Oplatková, Zuzana
- Zelinka, Ivan
- Nolle, Lars
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| http://linked.open...n/vavai/riv/zamer
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| issn
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| number of pages
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| http://localhost/t...ganizacniJednotka
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