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Reduction of Fitness Calculations in Cartesian Genetic Programming

Citace: BURIAN, P. Reduction of Fitness Calculations in Cartesian Genetic Programming. In 2013 International Conference on Applied Electronics. Pilsen: University of West Bohemia, 2013. s. 53-58. ISBN: 978-80-261-0166-6 , ISSN: 1803-7232
Druh: STAŤ VE SBORNÍKU
Jazyk publikace: eng
Anglický název: Reduction of Fitness Calculations in Cartesian Genetic Programming
Rok vydání: 2013
Místo konání: Pilsen
Název zdroje: University of West Bohemia
Autoři: Ing. Petr Burian
Abstrakt EN: This paper deals with the valuation issue in Cartesian Genetic Programming. It explores the possibilities of the reduction of candidate solutions which are needed to be evaluated. This reduction may accelerate the process of the evolution ? evolutionary design. The paper presents the approach that detects changes in the phenotype and, based on that, the algorithm can omit the valuation of a candidate solution. The author shows this approach on the evolutionary design of multipliers.
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