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Parallel Combinatorial Optimization - edition reliée, livre de poche

2006, ISBN: 0471721018

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Talbi, El-Ghazali:
Parallel Combinatorial Optimization - Première édition

2006

ISBN: 9780471721017

Edition reliée

[ED: Gebunden], [PU: John Wiley & Sons], EL-GHAZALI TALBI, PHD, is Professor in the Computer Science Laboratory of the University of Lille, France. His research interests include parallel… Plus…

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El-Ghazali Talbi:
Parallel Combinatorial Optimization - edition reliée, livre de poche

2006, ISBN: 9780471721017

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Parallel Combinatorial Optimization

Learn to solve complex problems with efficient parallel optimization algorithms This text provides an excellent balance of theory and application that enables readers to deploy powerful algorithms, frameworks, and methodologies to solve complex optimization problems in a diverse range of industries. Each chapter is written by leading experts in the fields of parallel and distributed optimization. Collectively, the contributions serve as a complete reference to the field of combinatorial optimization, including details and findings of recent and ongoing investigations. Readers learn to solve large-scale problems quickly and efficiently with the text's clear coverage of several parallel optimization algorithms: * Exact algorithms, including branch and bound, dynamic programming, branch and cut, semidefinite programming, and constraint programming * Metaheuristics, including local search, tabu search, simulated annealing, scatter search, GRASP, variable neighborhood search, ant colonies, genetic programming, evolution strategies, and genetic algorithms * Hybrid approaches, combining exact algorithms and metaheuristics * Multi-objective optimization algorithms The text not only presents parallel algorithms and applications, but also software frameworks and libraries that integrate parallel algorithms for combinatorial optimization. Among the well-known parallel and distributed frameworks covered are COIN, ParadisEO, BOB++, MW, and SDPARA. Numerous real-world examples of problems and solutions demonstrate how parallel combinatorial optimization is applied in such fields as telecommunications, logistics, genomics, networking, and transportation. Whether you are a practicing engineer, field researcher, or student, this text provides you with not only the theory of parallel combinatorial optimization, but the guidance and practical tools to solve complex problems using powerful algorithms.

Informations détaillées sur le livre - Parallel Combinatorial Optimization


EAN (ISBN-13): 9780471721017
ISBN (ISBN-10): 0471721018
Version reliée
Livre de poche
Date de parution: 2006
Editeur: Wiley-Interscience
330 Pages
Poids: 0,612 kg
Langue: eng/Englisch

Livre dans la base de données depuis 2007-04-30T15:28:54+02:00 (Paris)
Page de détail modifiée en dernier sur 2024-01-12T08:02:08+01:00 (Paris)
ISBN/EAN: 9780471721017

ISBN - Autres types d'écriture:
0-471-72101-8, 978-0-471-72101-7
Autres types d'écriture et termes associés:
Auteur du livre: talbi, ghazali
Titre du livre: combinatorial optimization, parallel computing optimization, parallel and distributed computing


Données de l'éditeur

Auteur: El-Ghazali Talbi
Titre: Wiley Series on Parallel and Distributed Computing; Parallel Combinatorial Optimization
Editeur: John Wiley & Sons
352 Pages
Date de parution: 2006-11-03
Poids: 0,684 kg
Langue: Anglais
129,00 € (DE)
No longer receiving updates
159mm x 239mm x 25mm

BB; gebunden; Hardcover, Softcover / Informatik, EDV/Datenkommunikation, Netzwerke; Verteilte Systeme; Paralleles u. Verteiltes Rechnen; Informatik; Parallel and Distributed Computing; Verteiltes System; Kommunikationsnetze; Communication Technology - Networks; Elektrotechnik u. Elektronik; Computer Science; Electrical & Electronics Engineering; Paralleles u. Verteiltes Rechnen; Kommunikationsnetze

Preface. Acknowledgments. Contributors. 1. Parallel Branch-and-Bound Algorithms (T. Crainic, B. Lecun, C. Roucairol). 2. Parallel Dynamic Programming (F. Almeida, D. Gonzalez, I. Pelaez). 3. Parallel Branch and Cut (T. Ralphs). 4. Parallel Semidefinite Programming and Combinatorial Optimization (S. J. Benson). 5. Parallel Resolution of the Satisfiability Problem: A Survey (D. Singer). 6. Parallel Metaheuristics: Algorithms and Frameworks (N. Melab, E-G. Talbi, S. Cahon, E. Alba, G. Luque). 7. Towards Parallel Design of Hybrids between Metaheuristics and Exact Methods (M. Basseur, L. Jourdan, E-G. Talbi). 8. Parallel Exact Methods for Multiobjective Combinatorial Optimization (C. Dhaenens, J. Lemesre, N. Melab, M. Mezmaz, E-G. Talbi). 9. Parallel Primal-Dual Interior Point Methods for Semidefinite Programs (M. Yamashita, K. Fujisawa, M. Fukuda, M. Kojima, K. Nakata). 10. MW: A Software Framework for Combinatorial Optimization on Computational Grids (W. Glankwamdee, T. Linderoth). 11. Constraint Logic Programming on Multiple Processors (I. Sakellariou, I. Vlahavas). 12. Application of Parallel Metaheuristics to Optimization Problems in Telecommunications and Bioinformatics (S. L. Martins, C. Ribeiro, I. Rosseti). Index.

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