Grammatical Evolution : Evolutionary Automatic Programming in an Arbitrary Language
Overview
Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language provides the first comprehensive introduction to Grammatical Evolution, a novel approach to Genetic Programming that adopts principles from molecular biology in a simple and useful manner, coupled with the use of grammars to specify legal structures in a search. Grammatical Evolution's rich modularity gives a unique flexibility, making it possible to use alternative search strategies - whether evolutionary, deterministic or some other approach - and to even radically change its behavior by merely changing the grammar supplied. This approach to Genetic Programming represents a powerful new weapon in the Machine Learning toolkit that can be applied to a diverse set of problem domains.
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Details
- ISBN-13: 9781402074448
- ISBN-10: 1402074441
- Publisher: Springer
- Publish Date: May 2003
- Dimensions: 8.98 x 7.04 x 0.63 inches
- Shipping Weight: 0.92 pounds
- Page Count: 144
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