The software complex “Genetic algorithms of search of a conditional extremum with binary and real coding”

Аuthors

Panteleyev A. V.^1*, Metlitskaya D. V.²

1. ,
2. Moscow Aviation Institute (National Research University), 4, Volokolamskoe shosse, Moscow, А-80, GSP-3, 125993, Russia

*e-mail: avpanteleev@inbox.ru

Abstract

Genetic algorithms of search of a conditional extremum with binary and real coding are described. Strategy of search of the solution of a problem and algorithms of the solution of a problem are suggested. On the basis of algorithms the complex of software which allows to find a conditional extremum of functions of one and many variables has been developed. The analysis of efficiency of suggested algorithms is presented.

Keywords:

genetic algorithms; binary coding; real coding; population; the individual; selection; crossover; mutation; criterion function; fitness function

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