Metaheuristics

134,99 €*

Nach dem Kauf zum Download bereit Ein Downloadlink ist wenige Minuten nach dem Kauf im eigenen Benutzerprofil verfügbar.

ISBN/EAN: 9780470496909
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.



EL-GHAZALI TALBI is a full Professor in Computer Science at the University of Lille (France), and head of the optimization group of the Computer Science Laboratory (L.I.F.L.). His current research interests are in the fields of metaheuristics, parallel algorithms, multi-objective combinatorial optimization, cluster and grid computing, hybrid and cooperative optimization, and application to bioinformatics, networking, transportation, and logistics. He is the founder of the conference META (International Conference on Metaheuristics and Nature Inspired Computing), and is head of the INRIA Dolphin project dealing with robust multi-objective optimization of complex systems.
Autor: El-Ghazali Talbi
EAN: 9780470496909
eBook Format: PDF
Sprache: Englisch
Produktart: eBook
Veröffentlichungsdatum: 27.05.2009
Untertitel: From Design to Implementation
Kategorie:
Schlagworte: Algorithms Computer Science Data Design Data Modeling Mathematical Modeling Metaheuristics Numerical Methods Wiley Series on Parallel and Distributed Computing

0 von 0 Bewertungen

Geben Sie eine Bewertung ab!

Teilen Sie Ihre Erfahrungen mit dem Produkt mit anderen Kunden.


shop display image

Möchten Sie lieber vor Ort einkaufen?

Haben Sie weiterführende Fragen zu diesem Buch oder anderen Produkten? Oder möchten Sie einfach doch lieber in der Buchhandlung stöbern? Wir sind gern persönlich für Sie da und beraten Sie auch telefonisch.

Bergische Buchhandlung R. Schmitz
Wetterauer Str. 6
42897 Remscheid-Lennep
Telefon: 02191/668255

Mo – Fr10:00 – 18:00 UhrSa09:00 – 13:00 Uhr