Metaheuristics for Bi-level Optimization
(Sprache: Englisch)
This book provides a complete background on metaheuristics to solve complex bi-level optimization problems in a diverse range of application domains. It includes numerous examples that demonstrate how metaheuristics are applied in the real-world.
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This book provides a complete background on metaheuristics to solve complex bi-level optimization problems in a diverse range of application domains. It includes numerous examples that demonstrate how metaheuristics are applied in the real-world.
Klappentext zu „Metaheuristics for Bi-level Optimization “
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.
Inhaltsverzeichnis zu „Metaheuristics for Bi-level Optimization “
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.
Bibliographische Angaben
- 2013, XVIII, 288 Seiten, Maße: 15,9 x 24,3 cm, Gebunden, Englisch
- Herausgegeben: El-Ghazali Talbi, Luce Brotcorne
- Verlag: Springer, Berlin
- ISBN-10: 3642378374
- ISBN-13: 9783642378379
Sprache:
Englisch
Pressezitat
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)
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