Grammatical Evolution
Michael O'Neill · 2003
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About the book
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.
Book details
- Year
- 2003
- Language
- English
- Series
- Genetic Programming Series -- 4
- Publisher
- Springer US
- Editions
- 1
- Pages
- 143
- ISBN
- 9781461350811
Data source: Wikidata
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