Island model CP with immigrants aging and depth-dependent crossover

被引：0

作者：

Iwashita, M ^{[1
]}

Iba, H ^{[1
]}

机构：

[1] Univ Tokyo, Grad Sch Frontier Sci, Tokyo 1138656, Japan

来源：

CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2 | 2002年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper proposes a new method for island model GP. The proposed method applies a traditional genetic operator to an aborigine and a depth-dependent crossover to the immigrants according to their ages, which show how long they survive in the island. This method can provide both local and global search strategies. The experimental results have shown that our approach works effectively.

引用

页码：267 / 272

页数：6

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