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Metaheuristics: From Design to Implementation (Wiley Series on Parallel and

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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
EAN
9780470278581
UPC
9780470278581
ISBN
9780470278581
MPN
N/A
Item Length
23.6 cm
Publication Year
2009
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Metaheuristics: from Design to Implementation
Item Height
234 mm
Author
El-Ghazali Talbi
Publisher
John Wiley & Sons INC International Concepts
Subject
Computer Science, Mathematics
Item Weight
977 g
Item Width
156 mm
Number of Pages
624 Pages

About this product

Product Information

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.

Product Identifiers

Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9780470278581
eBay Product ID (ePID)
87970608

Product Key Features

Number of Pages
624 Pages
Language
English
Publication Name
Metaheuristics: from Design to Implementation
Publication Year
2009
Subject
Computer Science, Mathematics
Type
Textbook
Author
El-Ghazali Talbi
Format
Hardcover

Dimensions

Item Height
234 mm
Item Weight
977 g
Item Width
156 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
El-Ghazali Talbi

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