Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : Tao, Fei
Titre(s) : Configurable Intelligent Optimization Algorithm [Texte électronique] : Design and Practice in Manufacturing / by Fei Tao, Lin Zhang, Yuanjun Laili
Publication : Cham : Springer, 2015
Description matérielle : 1 ressource dématérialisée
Collection : Springer Series in Advanced Manufacturing
SpringerLink : Bücher
Note(s) : Presenting the concept and design and implementation of configurable intelligent optimization
algorithms in manufacturing systems, this book provides a new configuration method
to optimize manufacturing processes. It provides a comprehensive elaboration of basic
intelligent optimization algorithms, and demonstrates how their improvement, hybridization
and parallelization can be applied to manufacturing. Furthermore, various applications
of these intelligent optimization algorithms are exemplified in detail, chapter by
chapter. The intelligent optimization algorithm is not just a single algorithm; instead
it is a general advanced optimization mechanism which is highly scalable with robustness
and randomness. Therefore, this book demonstrates the flexibility of these algorithms,
as well as their robustness and reusability in order to solve mass complicated problems
in manufacturing. Since the genetic algorithm was presented decades ago, a large number
of intelligent optimization algorithms and their improvements have been developed.
However, little work has been done to extend their applications and verify their competence
in solving complicated problems in manufacturing. This book will provide an invaluable
resource to students, researchers, consultants and industry professionals interested
in engineering optimization. It will also be particularly useful to three groups of
readers: algorithm beginners, optimization engineers and senior algorithm designers.
It offers a detailed description of intelligent optimization algorithms to algorithm
beginners; recommends new configurable design methods for optimization engineers,
and provides future trends and challenges of the new configuration mechanism to senior
algorithm designers
Autre(s) auteur(s) : Zhang, Lin (19..-....). Fonction indéterminée
Laili, Yuanjun. Fonction indéterminée
Sujet(s) : Informatique
Contrôle des structures (ingénierie)
Indice(s) Dewey :
620.004 20285 (23e éd.) = Ingénierie et activités connexes - Conception technique - Applications informatiques
Identifiants, prix et caractéristiques : ISBN 9783319088402
Identifiant de la notice : ark:/12148/cb44676846g
Notice n° :
FRBNF44676846
(notice reprise d'un réservoir extérieur)
