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Recent Developments in Metaheuristics

  • Lionel Amodeo
  • El-Ghazali Talbi
  • Farouk Yalaoui

Part of the Operations Research/Computer Science Interfaces Series book series (ORCS, volume 62)

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. Oussama Aoun, Malek Sarhani, Abdellatif El Afia
    Pages 1-15
  3. Oumayma Bahri, Nahla Ben Amor, El-Ghazali Talbi
    Pages 17-42
  4. Renaud De Landtsheer, Yoann Guyot, Gustavo Ospina, Christophe Ponsard
    Pages 43-57
  5. Nicolas Zufferey, Jean Respen, Simon Thevenin
    Pages 59-73
  6. Jerry Swan, Patrick De Causmaecker, Simon Martin, Ender Özcan
    Pages 75-89
  7. Alejandro REYES-Amaro, Eric Monfroy, Florian Richoux
    Pages 91-107
  8. Sara Tari, Matthieu Basseur, Adrien Goëffon
    Pages 109-124
  9. Bouchra Karoum, Bouazza Elbenani, Noussaima El Khattabi, Abdelhakim A. El Imrani
    Pages 151-162
  10. Hanane Assellaou, Brahim Ouhbi, Bouchra Frikh
    Pages 179-197
  11. S. Chaimatanan, D. Delahaye, M. Mongeau
    Pages 219-251
  12. M. Hajjem, H. Bouziri, El-Ghazali Talbi
    Pages 285-304
  13. Birsen İrem Selamoğlu, Abdellah Salhi, Muhammad Sulaiman
    Pages 319-331
  14. Fabio Furini, Xueying Shen
    Pages 333-345
  15. H. Rahil, B. Abou El Majd, M. Bouchoum
    Pages 369-384
  16. Juan José Palacios, Jorge Puente, Camino R. Vela, Inés González-Rodríguez, El-Ghazali Talbi
    Pages 415-428
  17. Tarik Ljouad, Aouatif Amine, Ayoub Al-Hamadi, Mohammed Rziza
    Pages 429-445
  18. Malek Sarhani, Abdellatif El Afia, Rdouan Faizi
    Pages 447-462
  19. Abdelkader Raghib, Badr Abou El Majd, Brahim Aghezzaf
    Pages 463-476
  20. Back Matter
    Pages 495-496

About this book

Introduction

This book highlights state-of-the-art developments in metaheuristics research. It examines all aspects of metaheuristic research including new algorithmic developments, applications, new research challenges, theoretical developments, implementation issues, in-depth experimental studies. The book is divided into two sections. Part I is focused on new optimization and modeling techniques based on metaheuristics. The chapters in this section cover topics from multi-objective problems with fuzzy data with triangular-valued objective functions, to hyper-heuristics optimization methodology, designing genetic algorithms, and also the cuckoo search algorithm. The techniques described help to enhance the usability and increase the potential of metaheuristic algorithms. Part II showcases advanced metaheuristic approaches to solve real-life applications issues. This includes an examination of scheduling, the vehicle routing problem, multimedia sensor network, supplier selection, bin packing, objects tracking, and radio frequency identification. In the fields covered in the chapters are of high-impact applications of metaheuristics. The chapters offer innovative applications of metaheuristics that have a potential of widening research frontiers. Altogether, this book offers a comprehensive look at how researchers are currently using metaheuristics in different domains of design and application.

Keywords

Metaheuristics Combinatorial Optimization Continuous Optimization Multi-objective Optimization Operations Research Scheduling Hybrid Optimization Matheuristics Heuristics

Editors and affiliations

  • Lionel Amodeo
    • 1
  • El-Ghazali Talbi
    • 2
  • Farouk Yalaoui
    • 3
  1. 1.Laboratory of Industrial Systems OptimizationUniversity of Technology of TroyesTroyesFrance
  2. 2.INRIA Laboratory, CRISTAL/CNRSUniversity of Lille 1Villeneuve d’AscqFrance
  3. 3.Laboratory of Industrial Systems OptimizationUniversity of Technology of TroyesTroyesFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-58253-5
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Business and Management
  • Print ISBN 978-3-319-58252-8
  • Online ISBN 978-3-319-58253-5
  • Series Print ISSN 1387-666X
  • Buy this book on publisher's site