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  • Conference proceedings
  • © 2015

Evolutionary Multi-Criterion Optimization

8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9019)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): EMO: International Conference on Evolutionary Multi-Criterion Optimization

Conference proceedings info: EMO 2015.

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  • ISBN: 978-3-319-15892-1
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Table of contents (39 papers)

  1. Front Matter

    Pages I-XVII
  2. Many-Objectives Optimization, Performance and Robustness

    1. Front Matter

      Pages 1-1
    2. Evolutionary Many-Objective Optimization Based on Kuhn-Munkres’ Algorithm

      • José A. Molinet Berenguer, Carlos A. Coello Coello
      Pages 3-17
    3. Clustering Based Parallel Many-Objective Evolutionary Algorithms Using the Shape of the Objective Vectors

      • Christian von Lücken, Carlos Brizuela, Benjamin Barán
      Pages 50-64
    4. Faster Exact Algorithms for Computing Expected Hypervolume Improvement

      • Iris Hupkens, André Deutz, Kaifeng Yang, Michael Emmerich
      Pages 65-79
    5. A GPU-Based Algorithm for a Faster Hypervolume Contribution Computation

      • Edgar Manoatl Lopez, Luis Miguel Antonio, Carlos A. Coello Coello
      Pages 80-94
    6. A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization

      • Arnaud Liefooghe, Sébastien Verel, Fabio Daolio, Hernán Aguirre, Kiyoshi Tanaka
      Pages 95-109
    7. Modified Distance Calculation in Generational Distance and Inverted Generational Distance

      • Hisao Ishibuchi, Hiroyuki Masuda, Yuki Tanigaki, Yusuke Nojima
      Pages 110-125
    8. On the Behavior of Stochastic Local Search Within Parameter Dependent MOPs

      • Víctor Adrián Sosa Hernández, Oliver Schütze, Heike Trautmann, Günter Rudolph
      Pages 126-140
    9. An Evolutionary Approach to Active Robust Multiobjective Optimisation

      • Shaul Salomon, Robin C. Purshouse, Gideon Avigad, Peter J. Fleming
      Pages 141-155
    10. Guideline Identification for Optimization Under Uncertainty Through the Optimization of a Boomerang Trajectory

      • Mariapia Marchi, Enrico Rigoni, Rosario Russo, Alberto Clarich
      Pages 187-201
  3. MCDM

    1. Front Matter

      Pages 203-203
    2. Using Indifference Information in Robust Ordinal Regression

      • Juergen Branke, Salvatore Corrente, Salvatore Greco, Walter J. Gutjahr
      Pages 205-217
    3. A Multi-objective Genetic Algorithm for Inferring Inter-criteria Parameters for Water Supply Consensus

      • Pavel A. Álvarez, Danielle C. Morais, Juan C. Leyva, Adiel T. Almeida
      Pages 218-233
    4. Genetic Algorithm Approach for a Class of Multi-Criteria, Multi-Vehicle Planner of UAVs

      • Emory Freitas, Jose Reginaldo Hughes Carvalho
      Pages 234-248
    5. An Interactive Evolutionary Multiobjective Optimization Method: Interactive WASF-GA

      • Ana B. Ruiz, Mariano Luque, Kaisa Miettinen, Rubén Saborido
      Pages 249-263

Other Volumes

  1. Evolutionary Multi-Criterion Optimization

    8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I
  2. Evolutionary Multi-Criterion Optimization

    8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II

About this book

This book constitutes the refereed proceedings of the 8th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2015  held in Guimarães, Portugal in March/April 2015. The 68 revised full papers presented together with 4 plenary talks were carefully reviewed and selected from 90 submissions. The EMO 2015 aims to continue these type of developments, being the papers presented focused in: theoretical aspects, algorithms development, many-objectives optimization, robustness and optimization under uncertainty, performance indicators, multiple criteria decision making and real-world applications.

Keywords

  • Automatic Configuration
  • Combinatorial Optimization
  • Differential Evolution
  • Diversity Maintenance
  • Evolutionary Algorithms
  • Genetic Algorithms
  • Genetic Programming
  • Hybrid Algorithm
  • Hyper-heuristics
  • Local Search
  • Many-objective
  • Metaheuristics
  • Multi-objective Optimization
  • Multimodal Optimization
  • Multiple Criteria Decision Making
  • Performance Evaluation
  • Stochastic Programming
  • Uncertainty
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Institute for Polymers and Composites/I3N University of Minho Guimarães Portugal, Guimaraes, Portugal

    António Gaspar-Cunha

  • Dept. of Electrical and Computer Engg, University of Coimbra, Coimbra, Portugal

    Carlos Henggeler Antunes

  • CINVESTAV-IPN Depto. de Computacíon, Col. San Pedro Zacatenco, México DF, Mexico

    Carlos Coello Coello

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-15892-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.99
Price excludes VAT (USA)