Research on Simulation for Basic Theory of Genetic Algorithm

doi:10.3969/j.issn.1006-2475.2011.01.002

Computer and Modernization ›› 2011, Vol. 1 ›› Issue (1): 6-5.doi: 10.3969/j.issn.1006-2475.2011.01.002

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Research on Simulation for Basic Theory of Genetic Algorithm

TAN Hua, WEI Lin

Department of Computer and Information Science, Hechi University, Yizhou 546300, China

Received:2010-10-12 Revised:1900-01-01 Online:2011-01-20 Published:2011-01-20

Abstract

Abstract:

The basic theory of genetic algorithm is introduced, and an example of solving optimal solution for maximum which based on a multimodal function is given. Meanwhile the solution steps of genetic algorithm are proposed and simulated by the tool of Matlab, in this way the efficiently solving of basic genetic algorithm is verified. Next the mechanism of elitist preserved and immigrant strategy which can improve genetic algorithm are researched and checked by simulation methodology.

Key words: genetic algorithm, elitist preserved, immigrant strategy, simulation

TAN Hua;WEI Lin. Research on Simulation for Basic Theory of Genetic Algorithm[J]. Computer and Modernization, 2011, 1(1): 6-5.

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Research on Simulation for Basic Theory of Genetic Algorithm

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