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Metaheuristics for Bi-level Optimization

  • El-Ghazali Talbi
Book

Part of the Studies in Computational Intelligence book series (SCI, volume 482)

Table of contents

  1. Front Matter
    Pages 1-15
    PDF
  2. A Taxonomy of Metaheuristics for Bi-level Optimization
    El-Ghazali Talbi
    Pages 1-39
  3. A Genetic Algorithm for Power System Vulnerability Analysis under Multiple Contingencies
    José M. Arroyo, Francisco J. Fernández
    Pages 41-68
  4. A Bilevel Particle Swarm Optimization Algorithm for Supply Chain Management Problems
    Yannis Marinakis, Magdalene Marinaki
    Pages 69-93
  5. CoBRA: A Coevolutionary Metaheuristic for Bi-level Optimization
    François Legillon, Arnaud Liefooghe, El-Ghazali Talbi
    Pages 95-114
  6. A Matheuristic for Leader-Follower Games Involving Facility Location-Protection-Interdiction Decisions
    Deniz Aksen, Necati Aras
    Pages 115-151
  7. A Metaheuristic Framework for Bi-level Programming Problems with Multi-disciplinary Applications
    Andrew Koh
    Pages 153-187
  8. Matheuristics and Exact Methods for the Discrete (r|p)-Centroid Problem
    Ekaterina Alekseeva, Yury Kochetov
    Pages 189-219
  9. Exact Solution Methodologies for Linear and (Mixed) Integer Bilevel Programming
    Georgios K. D. Saharidis, Antonio J. Conejo, George Kozanidis
    Pages 221-245
  10. Bilevel Multi-Objective Optimization and Decision Making
    Ankur Sinha, Kalyanmoy Deb
    Pages 247-284
  11. Back Matter
    Pages 285-288
    PDF

About this book

Introduction

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.

Keywords

Bi-level Optimization Computational Intelligence Metaheuristics

Editors and affiliations

  • El-Ghazali Talbi
    • 1
  1. 1., Cite ScientifiqueUniversity of Lille 1Villeneuve d'AscqFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-37838-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-37837-9
  • Online ISBN 978-3-642-37838-6
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site