Genetic Programming: key concepts and examples: A brief tutorial on Genetic Programming - Couverture souple

Rivero, Daniel; Gestal, Marcos; Rabuñal, Juan Ramón

 
9783845438450: Genetic Programming: key concepts and examples: A brief tutorial on Genetic Programming
Couverture souple
ISBN 10 : 3845438452 ISBN 13 : 9783845438450
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

Evolutionary computation can be viewed as a set of techniques conceptually inspired by biological processes. Among that techniques, one of the most used are Genetic Programming. They follow the Darwin Law's to find the solution of a problem. The overall objective of this book is to provide a “roadmap” with which to find the way toward finding computational solutions to various problems. To this end, a general introduction is presented of the methods and techniques associated with the Genetic Programming technique. In this context, this book ought not be viewed as an exhaustive or comprehensive analysis of the techniques presented herein. Instead, it should be considered as a reference that introduces the terminology, key concepts, and basic bibliography that can serve as a starting point such that the reader will be better equipped to subsequently pursue more deeply those topics that may be of special interest. In particular, this book is designed for those people who are interested in new approaches to problem solving as well for researchers who hope to initiate research directions along the lines of evolutionary computing or closely connected areas.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Evolutionary computation can be viewed as a set of techniques conceptually inspired by biological processes. Among that techniques, one of the most used are Genetic Programming. They follow the Darwin Law's to find the solution of a problem. The overall objective of this book is to provide a “roadmap” with which to find the way toward finding computational solutions to various problems. To this end, a general introduction is presented of the methods and techniques associated with the Genetic Programming technique. In this context, this book ought not be viewed as an exhaustive or comprehensive analysis of the techniques presented herein. Instead, it should be considered as a reference that introduces the terminology, key concepts, and basic bibliography that can serve as a starting point such that the reader will be better equipped to subsequently pursue more deeply those topics that may be of special interest. In particular, this book is designed for those people who are interested in new approaches to problem solving as well for researchers who hope to initiate research directions along the lines of evolutionary computing or closely connected areas.

Biographie de l'auteur

Daniel Rivero, Marcos Gestal, Juan Ramón Rabuñal.D. Rivero and M. Gestal are Phd in Computer Science and Associate Professors at the University of A Coruña. J. R. Rabuñal is Phd in Computer Science and Phd in Civil Engineering. The work with Evolutionary Computation techniques in general and with Genetic Programming in particular.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3845438452
ISBN 13 
9783845438450
Reliure
Broché
Nombre de pages
56
Coordonnées du fabricant
non disponible
Personne responsable
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