Téléchargez le livre : Metaheuristics

Metaheuristics

From Design to Implementation de

Éditeur :

Wiley


Collection :

Wiley Series on Parallel and Distributed Computing

Paru le : 2009-05-27

eBook Téléchargement DRM Adobe 🛈
158,20 €
Téléchargement immédiat
Dès validation de votre commande
Image Louise Reader présentation

Louise Reader

Lisez ce titre sur l'application Louise Reader.

badge apple Application Louise Reader
badge Android Application Louise Reader
Description
A unified view of metaheuristics
This book provides a complete background on metaheuristics and shows readers how to design and implement efficient algorithms to solve complex optimization problems across a diverse range of applications, from networking and bioinformatics to engineering design, routing, and scheduling. It presents the main design questions for all families of metaheuristics and clearly illustrates how to implement the algorithms under a software framework to reuse both the design and code.
Throughout the book, the key search components of metaheuristics are considered as a toolbox for: Designing efficient metaheuristics (e.g. local search, tabu search, simulated annealing, evolutionary algorithms, particle swarm optimization, scatter search, ant colonies, bee colonies, artificial immune systems) for optimization problems
Designing efficient metaheuristics for multi-objective optimization problems
Designing hybrid, parallel, and distributed metaheuristics
Implementing metaheuristics on sequential and parallel machines
Using many case studies and treating design and implementation independently, this book gives readers the skills necessary to solve large-scale optimization problems quickly and efficiently. It is a valuable reference for practicing engineers and researchers from diverse areas dealing with optimization or machine learning; and graduate students in computer science, operations research, control, engineering, business and management, and applied mathematics.
Pages
624 pages
Collection
Wiley Series on Parallel and Distributed Computing
Parution
2009-05-27
Marque
Wiley
EAN papier
9780470278581
EAN PDF
9780470496909
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
624
Taille du fichier
4250 Ko
Prix
158,20 €

Suggestions personnalisées