Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language

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 gram...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Beteiligte Personen: O'Neill, Michael (VerfasserIn), Ryan, Conor (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: New York, NY Springer US 2003
Ausgabe:1st ed. 2003
Schriftenreihe:Genetic Programming 4
Schlagwörter:
Links:https://doi.org/10.1007/978-1-4615-0447-4
https://doi.org/10.1007/978-1-4615-0447-4
Zusammenfassung: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
Umfang:1 Online-Ressource (XVI, 144 p)
ISBN:9781461504474
DOI:10.1007/978-1-4615-0447-4