EFFICIENCY OF MODIFIED GENETIC ALGORITHMS ON TWO-DIMENSIONAL SYSTEM

Lewen Fan (), Haiping Fang and Zhifang Lin
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Lewen Fan: Research Center for Theoretical Physics, Fudan University, Shanghai 200433, P. R. China
Haiping Fang: Research Center for Theoretical Physics, Fudan University, Shanghai 200433, P. R. China
Zhifang Lin: Research Center for Theoretical Physics, Fudan University, Shanghai 200433, P. R. China

International Journal of Modern Physics C (IJMPC), 2000, vol. 11, issue 03, 593-605

Abstract: The genetic algorithms (GA) have been successfully applied to optimization problems in a variety of areas. In this paper, some modifications to GA are designed to study their performance and efficiency on a typical2Dsystem,2DIsing spin glass. In particular, two kinds of modified GAs are compared for their searching ability (performance) and efficiency (convergence), by presenting a direct and visual criterion. Finally, some constructive comments and prospects on GA are presented.

Date: 2000
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DOI: 10.1142/S012918310000050X

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