Building-block supply in genetic programming

被引：0

作者：

Sastry, K ^{[1
]}

O'Reilly, UM ^{[1
]}

Goldberg, DE ^{[1
]}

Hill, D ^{[1
]}

机构：

[1] Univ Illinois, Illinois Genet Algorithms Lab, Urbana, IL 61801 USA

来源：

GENETIC PROGRAMMING THEORY AND PRACTICE | 2003年 / 6卷

关键词：

building blocks; population size; schemas; partition; building-block supply; expression;

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 analyzes building block supply in the initial population for genetic programming. Facetwise models for the supply of a single schema as well as for the supply of all schemas in a partition are developed. An estimate for the population size, given the size (or size distribution) of trees, that ensures the presence of all raw building blocks with a given error is derived using these facetwise models. The facetwise models and the population sizing estimate are verified with empirical results.

引用

页码：137 / 154

页数：18

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