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EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII

  • Michael Emmerich
  • André Deutz
  • Oliver Schütze
  • Pierrick Legrand
  • Emilia Tantar
  • Alexandru-Adrian Tantar

Part of the Studies in Computational Intelligence book series (SCI, volume 662)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Set Oriented Optimization Methods

    1. Front Matter
      Pages 1-1
    2. Vitor Basto-Fernandes, Iryna Yevseyeva, André Deutz, Michael Emmerich
      Pages 3-23
    3. Carlos Hernández, Oliver Schütze, Jian-Qiao Sun
      Pages 25-56
    4. Mariapia Marchi, Enrico Rigoni, Rosario Russo, Alberto Clarich
      Pages 57-80
  3. Evolutionary Methods in Computational Game Theory

    1. Front Matter
      Pages 81-81
    2. Réka Nagy, D. Dumitrescu
      Pages 83-97
  4. Algorithm Design for Real World Challenges

About this book

Introduction

This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology.

Keywords

Computational Intelligence Probability Set Oriented Numerics Evolutionary Computing Multiobjective Optimization EVOLVE 2013

Editors and affiliations

  • Michael Emmerich
    • 1
  • André Deutz
    • 2
  • Oliver Schütze
    • 3
  • Pierrick Legrand
    • 4
  • Emilia Tantar
    • 5
  • Alexandru-Adrian Tantar
    • 6
  1. 1.Leiden Institute of Advanced Com. Sci.Leiden University Leiden Institute of Advanced Com. Sci.CA LeidenThe Netherlands
  2. 2.Leiden Institute of Advanced Com. Sci.Leiden University Leiden Institute of Advanced Com. Sci.CA LeidenThe Netherlands
  3. 3.Depto. de Ingeniería EléctricaCINVESTAV-IPN Depto. de Ingeniería EléctricaMéxico, D.F.Mexico
  4. 4.University of BordeauxUniversité Bordeaux Victoire Bordeaux CedexFrance
  5. 5.Luxembourg Centre for Systems BiomedicinUniversity of Luxembourg Luxembourg Centre for Systems BiomedicinBelvalLuxembourg
  6. 6.Computer Science & Comm. Research UnitUniversity of Luxembourg Computer Science & Comm. Research UnitLuxembourgLuxembourg

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-49325-1
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-49324-4
  • Online ISBN 978-3-319-49325-1
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site