Multivalue Coded Genetic Algorithm

QIUXiao-ping; TANG Yong-chuan; MENG Dan; XU Yang

Volume 16 Issue 2

Apr. 2003

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Article Contents

Journal of Southwest Jiaotong University > 2003 > 16(2): 227-130.

QIUXiao-ping, TANG Yong-chuan, MENG Dan, XU Yang. Multivalue Coded Genetic Algorithm[J]. Journal of Southwest Jiaotong University, 2003, 16(2): 227-130.

Citation:

QIUXiao-ping, TANG Yong-chuan, MENG Dan, XU Yang. Multivalue Coded Genetic Algorithm[J]. Journal of Southwest Jiaotong University, 2003, 16(2): 227-130.

QIUXiao-ping, TANG Yong-chuan, MENG Dan, XU Yang. Multivalue Coded Genetic Algorithm[J]. Journal of Southwest Jiaotong University, 2003, 16(2): 227-130.

Citation:

QIUXiao-ping, TANG Yong-chuan, MENG Dan, XU Yang. Multivalue Coded Genetic Algorithm[J]. Journal of Southwest Jiaotong University, 2003, 16(2): 227-130.

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Multivalue Coded Genetic Algorithm

Publish Date: 25 Apr 2003

Abstract

Abstract

A multivalue coded genetic algorithm (MVCGA), adoptingk-order extend binary coding, is proposed for solving the problem of classic genetic algorithm (CGA), such as premature convergence and lack of diversity in the population. The new genetic algorithm can reserve the diversity of the population and reach the global optimum easily. An example verifies that MVCGA has better optimization capability than CGA.
- coding,
- binary operation,
- genetic algorithm,
- k-order extended binary coding