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Metaheuristics for Bi-level Optimization de El-Ghazali Talbi

Metaheuristics for Bi-level Optimization: Studies in Computational Intelligence, cartea 482

Editat de El-Ghazali Talbi
en Limba Engleză Paperback – 22 mai 2015
This book provides a complete background on metaheuristics to solve complex bi-level optimization problems (continuous/discrete, mono-objective/multi-objective) in a diverse range of application domains.
Readers learn to solve large scale bi-level optimization problems by efficiently combining metaheuristics with complementary metaheuristics and mathematical programming approaches. Numerous real-world examples of problems demonstrate how metaheuristics are applied in such fields as networks, logistics and transportation, engineering design, finance and security.


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Specificații

ISBN-13: 9783642442254
ISBN-10: 3642442250
Pagini: 288
Ilustrații: XVIII, 288 p.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.44 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Cuprins

A taxonomy of metaheuristics for bi-level optimization.- A genetic algorithm for power system vulnerability analysis under multiple contingencies.- A bilevel particle swarm optimization algorithm for supply chain management problems.- CoBRA: A coevolutionary metaheuristic for bi-level optimization.- A matheuristic for leader-follower games involving facility location-protection-interdiction decisions.- A metaheuristic framework for bi-Level programming problems with multi-disciplinary applications.- Matheuristics and Exact Methods for the Discrete (r|p)-Centroid Problem.- Exact solution methodologies for linear and (mixed) integer bilevel programming.- Bilevel multi-Objective optimization and decision making.

Recenzii

From the reviews:
“This book is a collection of nine contributions focusing on the state of the art of metaheuristic methods for solving bi-level optimization problems. … the book addresses a very specialized audience of experts in metaheuristics for bi-level optimization, and will be very useful and informative to such experts regarding the latest advances in the field.” (I. M. Navon, Computing Reviews, October, 2013)

Textul de pe ultima copertă

This book provides a complete background on metaheuristics to solve complex bi-level optimization problems (continuous/discrete, mono-objective/multi-objective) in a diverse range of application domains.
Readers learn to solve large scale bi-level optimization problems by efficiently combining metaheuristics with complementary metaheuristics and mathematical programming approaches. Numerous real-world examples of problems demonstrate how metaheuristics are applied in such fields as networks, logistics and transportation, engineering design, finance and security.


Caracteristici

Recent research on Metaheuristics Focuses on Metaheuristics for bi-level Optimization Written by leading experts in the field