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Grammatical Evolution
Michael O'NeillConor Ryan
其他書名
Evolutionary Automatic Programming in an Arbitrary Language
出版Springer Science & Business Media, 2012-12-06
主題Computers / Artificial Intelligence / GeneralComputers / Computer ScienceComputers / GeneralComputers / Information TechnologyMathematics / Discrete Mathematics
ISBN14615044739781461504474
URLhttp://books.google.com.hk/books?id=R6EACAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.