Evolutionary Computation in Combinatorial Optimization

12th European Conference, EvoCOP 2012, Málaga, Spain, April 11-13, 2012. Proceedings

  • Jin-Kao Hao
  • Martin Middendorf
Conference proceedings EvoCOP 2012

DOI: 10.1007/978-3-642-29124-1

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7245)

Table of contents (22 papers)

  1. Front Matter
  2. A Variable Neighborhood Search Approach for the Two-Echelon Location-Routing Problem
    Martin Schwengerer, Sandro Pirkwieser, Günther R. Raidl
    Pages 13-24
  3. An ILS-Based Metaheuristic for the Stacker Crane Problem
    Thais Ávila, Ángel Corberán, Isaac Plana, José M. Sanchis
    Pages 25-36
  4. An NSGA-II Algorithm for the Green Vehicle Routing Problem
    Jaber Jemai, Manel Zekri, Khaled Mellouli
    Pages 37-48
  5. Clustering Search Heuristic for Solving a Continuous Berth Allocation Problem
    Rudinei Martins de Oliveira, Geraldo Regis Mauri, Luiz Antonio Nogueira Lorena
    Pages 49-62
  6. D2MOPSO: Multi-Objective Particle Swarm Optimizer Based on Decomposition and Dominance
    Noura Al Moubayed, Andrei Petrovski, John McCall
    Pages 75-86
  7. Domain Reduction Using GRASP Construction Phase for Transmission Expansion Planning Problem
    Mohsen Rahmani, Ruben A. Romero, Marcos J. Rider, Miguel Paredes
    Pages 87-98
  8. Electrical Load Management in Smart Homes Using Evolutionary Algorithms
    Florian Allerding, Marc Premm, Pradyumn Kumar Shukla, Hartmut Schmeck
    Pages 99-110
  9. Genetic Algorithms for Scheduling Devices Operation in a Water Distribution System in Response to Contamination Events
    Marco Gavanelli, Maddalena Nonato, Andrea Peano, Stefano Alvisi, Marco Franchini
    Pages 124-135
  10. HyFlex: A Benchmark Framework for Cross-Domain Heuristic Search
    Gabriela Ochoa, Matthew Hyde, Tim Curtois, Jose A. Vazquez-Rodriguez, James Walker, Michel Gendreau et al.
    Pages 136-147
  11. Iterated Greedy Algorithms for the Maximal Covering Location Problem
    Francisco J. Rodriguez, Christian Blum, Manuel Lozano, Carlos García-Martínez
    Pages 172-181
  12. Multiobjectivizing the HP Model for Protein Structure Prediction
    Mario Garza-Fabre, Eduardo Rodriguez-Tello, Gregorio Toscano-Pulido
    Pages 182-193
  13. Multi-Pareto-Ranking Evolutionary Algorithm
    Wahabou Abdou, Christelle Bloch, Damien Charlet, François Spies
    Pages 194-205
  14. Pareto Local Search Algorithms for Anytime Bi-objective Optimization
    Jérémie Dubois-Lacoste, Manuel López-Ibáñez, Thomas Stützle
    Pages 206-217
  15. Pure Strategy or Mixed Strategy?
    Jun He, Feidun He, Hongbin Dong
    Pages 218-229

Other volumes

  1. Evolutionary Computation in Combinatorial Optimization
    12th European Conference, EvoCOP 2012, Málaga, Spain, April 11-13, 2012. Proceedings
  2. Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
    10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012. Proceedings
  3. Evolutionary and Biologically Inspired Music, Sound, Art and Design
    First International Conference, EvoMUSART 2012, Málaga, Spain, April 11-13, 2012. Proceedings
  4. Applications of Evolutionary Computation
    EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 12th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoBIO, EvoMUSART, and EvoApplications. . The 22 revised full papers presented were carefully reviewed and selected from 48 submissions. The papers present the latest research and discuss current developments and applications in metaheuristics - a paradigm to effectively solve difficult combinatorial optimization problems appearing in various industrial, economic, and scientific domains. Prominent examples of metaheuristics are evolutionary algorithms, simulated annealing, tabu search, scatter search, memetic algorithms, variable neighborhood search, iterated local search, greedy randomized adaptive search procedures, estimation of distribution algorithms, and ant colony optimization.

Keywords

evolutionary algorithm genetic algorithm hyper-heuristic multi-objective optimization stochastic optimization

Editors and affiliations

  • Jin-Kao Hao
    • 1
  • Martin Middendorf
    • 2
  1. 1.Faculty of AngersUniversity of AngersAngers Cedex 01France
  2. 2.Department of Computer ScienceUniversity of LeipzigLeipzigGermany

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-29123-4
  • Online ISBN 978-3-642-29124-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349