Evolutionary Automatic Programming in an Arbitrary Language
Edición de la obra Grammatical Evolution
| Autor | Michael O'Neill |
|---|---|
| Editorial | Springer US |
| Fecha de publicación | 2003 |
| Lugar | Boston, MA |
| Idioma | inglés |
| Páginas | 143 |
| Formato | [electronic resource] : |
| ISBN-13 | 9781461350811, 9781461504474 |
| ISBN-10 | 1461350816, 1461504473 |
| OCLC | 852789614 |
| Serie | Genetic Programming Series -- 4 · Genetic programming series -- 4. |
| Número de Cutter | G745 |
|---|
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.