Skip to main content
  • Conference proceedings
  • © 2015

Evolutionary Multi-Criterion Optimization

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

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9018)

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.

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-15934-8
  • 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 79.99
Price excludes VAT (USA)

This is a preview of subscription content, access via your institution.

Table of contents (29 papers)

  1. Front Matter

    Pages I-XXIV
  2. Theory and Hyper-Heuristics

    1. Front Matter

      Pages 1-1
    2. Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms

      • Aymeric Blot, Hernán Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion, Kiyoshi Tanaka
      Pages 34-47
    3. To DE or Not to DE? Multi-objective Differential Evolution Revisited from a Component-Wise Perspective

      • Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle
      Pages 48-63
    4. Model-Based Multi-objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark

      • Daniel Horn, Tobias Wagner, Dirk Biermann, Claus Weihs, Bernd Bischl
      Pages 64-78
    5. MOEA/D-HH: A Hyper-Heuristic for Multi-objective Problems

      • Richard A. Gonçalves, Josiel N. Kuk, Carolina P. Almeida, Sandra M. Venske
      Pages 94-108
  3. Algorithms

    1. Front Matter

      Pages 125-125
    2. MOEA/PC: Multiobjective Evolutionary Algorithm Based on Polar Coordinates

      • Roman Denysiuk, Lino Costa, Isabel Espírito Santo, José C. Matos
      Pages 141-155
    3. Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming

      • Arnaud Liefooghe, Sébastien Verel, Luís Paquete, Jin-Kao Hao
      Pages 171-186
    4. A Knee-Based EMO Algorithm with an Efficient Method to Update Mobile Reference Points

      • Yu Setoguchi, Kaname Narukawa, Hisao Ishibuchi
      Pages 202-217
    5. A Hybrid Algorithm for Stochastic Multiobjective Programming Problem

      • Zutong Wang, Jiansheng Guo, Mingfa Zheng, Qifang He
      Pages 218-232
    6. Parameter Tuning of MOEAs Using a Bilevel Optimization Approach

      • Martin Andersson, Sunith Bandaru, Amos Ng, Anna Syberfeldt
      Pages 233-247
    7. Pareto Adaptive Scalarising Functions for Decomposition Based Algorithms

      • Rui Wang, Qingfu Zhang, Tao Zhang
      Pages 248-262

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, 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 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-15934-8
  • 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 79.99
Price excludes VAT (USA)