Title :
Genetic algorithms operators´ adjustings optimumness research
Author :
Dubrovin, Valeriy ; Fedorchenko, Evgeniy ; Zhylenko, Igor
Author_Institution :
Zaporozhia Nat. Tech. Univ., Zaporozhia, Ukraine
Abstract :
The work is devoted to definition of genetic algorithm significant characteristics, effective combinations and constructions of genetic operators, optimum likelihood parameters. The analysis of genetic operators such as tournament, simple and proportional selection, and also a crossover (casual, multi-point, universal) is lead in the work. The experiments are conducted and recommendations on application of genetic operators and on choosing of mutation and crossover points quantities are given.
Keywords :
genetic algorithms; mathematical operators; crossover operator; genetic algorithms operators; mutation; optimum likelihood parameters; proportional selection operator; tournament operator; Conference Proceedings; Genetic algorithms (GA); Operators research results; TCSET 2008;
Conference_Titel :
Modern Problems of Radio Engineering, Telecommunications and Computer Science, 2008 Proceedings of International Conference on
Conference_Location :
Lviv-Slavsko
Print_ISBN :
978-966-553-678-9
