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EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Alexandru-Adrian Tantar

    1. Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, Luxembourg

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  2. Emilia Tantar

    1. Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, Luxembourg

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  3. Jian-Qiao Sun

    1. School of Engineering, University of California, Merced, USA

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  4. Wei Zhang

    1. College of Mechanical Engineering, Beijing University of Technology, Beijing, China

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  5. Qian Ding

    1. Department of Mechanics, Tianjin University, Tianjin, China

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  6. Oliver Schütze

    1. Depto. Computación, CINVESTAV-IPN, Mexico City, Mexico

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  7. Michael Emmerich

    1. Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

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  8. Pierrick Legrand

    1. Université de Bordeaux, Bordeaux, France

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  9. Pierre Del Moral

    1. School of Mathematics and Statistics, University of New South Wales, Sydney, Australia

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  10. Carlos A. Coello Coello

    1. Computer Science Department, CINVESTAV-IPN, Mexico City, Mexico

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  • Latest research on Probability, Set Oriented Numerics and volutionary Computation
  • Results of EVOLVE 2014 conference held July 1-4 2014 at Beijing, China
  • Written by experts in the field of Evolutionary Computation and Intelligent Computing

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 288)

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Table of contents (22 papers)

  1. Front Matter

    Pages 1-12
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  2. Set Oriented Numerics

    1. Front Matter

      Pages 1-1
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    2. Response Analysis of a Forced Duffing Oscillator with Fuzzy Uncertainty

      • Ling Hong, Jun Jiang, Jian-Qiao Sun
      Pages 3-13

    3. Hypervolume Maximization via Set Based Newton’s Method

      • Victor Adrián Sosa Hernández, Oliver Schütze, Michael Emmerich
      Pages 15-28

  3. Computational Game Theory

    1. Front Matter

      Pages 29-29
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    2. On Values of Games

      • Ahmad Termimi Ab Ghani, Kojiro Higuchi
      Pages 31-42

    3. Berge-Zhukovskii Optimal Nash Equilibria

      • Noémi Gaskó, Mihai Suciu, Rodica Ioana Lung, Dan Dumitrescu
      Pages 43-51

    4. A Generative Relation for Nash Equilibria on Symmetric Action Graph Games

      • Tudor Dan Mihoc
      Pages 53-58

  4. Machine Learning Applied to Networks

    1. Front Matter

      Pages 59-59
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    2. Cognition: A Tool for Reinforcing Security in Software Defined Networks

      • Emilia Tantar, Maria Rita Palattella, Tigran Avanesov, Miroslaw Kantor, Thomas Engel
      Pages 61-78

    3. Application of Cognitive Techniques to Network Management and Control

      • Sławomir Kukliński, Jacek Wytrębowicz, Khoa Truong Dinh, Emilia Tantar
      Pages 79-93

  5. Complex Networks and Landscape Analysis

    1. Front Matter

      Pages 95-95
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    2. Pareto Landscapes Analyses via Graph-Based Modeling for Interactive Decision-Making

      • Ofer M. Shir, Shahar Chen, David Amid, Oded Margalit, Michael Masin, Ateret Anaby-Tavor et al.
      Pages 97-113

    3. Cell Mapping Techniques for Exploratory Landscape Analysis

      • Pascal Kerschke, Mike Preuss, Carlos Hernández, Oliver Schütze, Jian-Qiao Sun, Christian Grimme et al.
      Pages 115-131

    4. Parallel Cell Mapping for Unconstrained Multi-Objective Optimization Problems

      • Jesús Fernández Cruz, Oliver Schütze, Jian-Qiao Sun, Fu-Rui Xiong
      Pages 133-146

  6. Local Search and Optimization

    1. Front Matter

      Pages 147-147
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    2. Adaptive Multi-operator MetaHeuristics for Quadratic Assignment Problems

      • Madalina M. Drugan, El-Ghazali Talbi
      Pages 149-163

    3. A New Predictor Corrector Variant for Unconstrained Bi-objective Optimization Problems

      • Adanay Martín, Oliver Schütze
      Pages 165-179

  7. Genetic Programming

    1. Front Matter

      Pages 181-181
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    2. Application of Genetic Programming Models Incorporated in Optimization Models for Contaminated Groundwater Systems Management

      • Bithin Datta, Om Prakash, Janardhanan Sreekanth
      Pages 183-199
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Keywords

About this book

This volume encloses research articles that were presented at the EVOLVE 2014 International Conference in Beijing, China, July 1–4, 2014. The book gathers contributions that emerged from the conference tracks, ranging from probability to set oriented numerics and evolutionary computation; all complemented by the bridging purpose of the conference, e.g. Complex Networks and Landscape Analysis, or by the more application oriented perspective. The novelty of the volume, when considering the EVOLVE series, comes from targeting also the practitioner’s view. This is supported by the Machine Learning Applied to Networks and Practical Aspects of Evolutionary Algorithms tracks, providing surveys on new application areas, as in the networking area and useful insights in the development of evolutionary techniques, from a practitioner’s perspective. Complementary to these directions, the conference tracks supporting the volume, follow on the individual advancements of the subareas constituting the scope of the conference, through the Computational Game Theory, Local Search and Optimization, Genetic Programming, Evolutionary Multi-objective optimization tracks.

Editors and Affiliations

  • Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, Luxembourg

    Alexandru-Adrian Tantar, Emilia Tantar

  • School of Engineering, University of California, Merced, USA

    Jian-Qiao Sun

  • College of Mechanical Engineering, Beijing University of Technology, Beijing, China

    Wei Zhang

  • Department of Mechanics, Tianjin University, Tianjin, China

    Qian Ding

  • Depto. Computación, CINVESTAV-IPN, Mexico City, Mexico

    Oliver Schütze

  • Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

    Michael Emmerich

  • Université de Bordeaux, Bordeaux, France

    Pierrick Legrand

  • School of Mathematics and Statistics, University of New South Wales, Sydney, Australia

    Pierre Del Moral

  • Computer Science Department, CINVESTAV-IPN, Mexico City, Mexico

    Carlos A. Coello Coello

Bibliographic Information

  • Book Title: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V

  • Editors: Alexandru-Adrian Tantar, Emilia Tantar, Jian-Qiao Sun, Wei Zhang, Qian Ding, Oliver Schütze, Michael Emmerich, Pierrick Legrand, Pierre Del Moral, … Carlos A. Coello Coello

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-07494-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Softcover ISBN: 978-3-319-07493-1Published: 24 June 2014

  • eBook ISBN: 978-3-319-07494-8Published: 04 June 2014

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 336

  • Number of Illustrations: 69 b/w illustrations, 37 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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