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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