Publisher: Wiley
Language: English
ISBN: 0470278587
Paperback: 624 pages
Data: Jun 2009
Format: PDF
Description: This aggregation provides a rank scenery on metaheuristics and shows readers how to organisation and compel economical algorithms to cipher Byzantine improvement problems crossways a different arrange of applications, from networking and bioinformatics to field design, routing, and scheduling. It presents the important organisation questions for every families of metaheuristics and understandably illustrates how to compel the algorithms low a cipher support to reuse both the organisation and code.
Throughout the book, the key see components of metaheuristics are thoughtful as a chest for:
* Designing economical metaheuristics (e.g. topical search, prejudice search, simulated annealing, evolutionary algorithms, particle teem optimization, distribute search, hymenopteran colonies, bee colonies, staged insusceptible systems) for improvement problems
* Designing economical metaheuristics for multi-objective improvement problems
* Designing hybrid, parallel, and diffuse metaheuristics
* Implementing metaheuristics on sequential and nonconvergent machines
Using some housing studies and treating organisation and feat independently, this aggregation gives readers the skills needed to cipher large-scale improvement problems apace and efficiently. It is a priceless meaning for practicing engineers and researchers from different areas handling with improvement or organisation learning; and correct students in machine science, dealings research, control, engineering, playing and management, and practical mathematics.
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