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  • © 2010

Parallel Problem Solving from Nature, PPSN XI

11th International Conference, Krakov, Poland, September 11-15, 2010, Proceedings, Part I

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6238)

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

Conference series link(s): PPSN: International Conference on Parallel Problem Solving from Nature

Conference proceedings info: PPSN 2010.

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Table of contents (73 papers)

  1. Front Matter

  2. Theory of Evolutionary Computing (I)

    1. Optimal Fixed and Adaptive Mutation Rates for the LeadingOnes Problem

      • Süntje Böttcher, Benjamin Doerr, Frank Neumann
      Pages 1-10
    2. Mirrored Sampling and Sequential Selection for Evolution Strategies

      • Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm
      Pages 11-21
    3. Optimisation and Generalisation: Footprints in Instance Space

      • David W. Corne, Alan P. Reynolds
      Pages 22-31
    4. Adaptive Drift Analysis

      • Benjamin Doerr, Leslie Ann Goldberg
      Pages 32-41
    5. Optimizing Monotone Functions Can Be Difficult

      • Benjamin Doerr, Thomas Jansen, Dirk Sudholt, Carola Winzen, Christine Zarges
      Pages 42-51
    6. Exploiting Overlap When Searching for Robust Optima

      • Johannes Kruisselbrink, Michael Emmerich, André Deutz, Thomas Bäck
      Pages 63-72
    7. Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis

      • Olaf Mersmann, Mike Preuss, Heike Trautmann
      Pages 73-82
    8. One-Point Geometric Crossover

      • Alberto Moraglio
      Pages 83-93
    9. First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes

      • Gabriela Ochoa, Sébastien Verel, Marco Tomassini
      Pages 104-113
    10. Differential Mutation Based on Population Covariance Matrix

      • Karol Opara, Jarosław Arabas
      Pages 114-123
    11. Towards Analyzing Recombination Operators in Evolutionary Search

      • Yang Yu, Chao Qian, Zhi-Hua Zhou
      Pages 144-153
  3. Theory of Evolutionary Computing (II)

    1. Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies

      • Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi
      Pages 154-163
    2. A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes

      • James McDermott, Edgar Galván-Lopéz, Michael O’Neill
      Pages 164-173
    3. Drift Analysis with Tail Bounds

      • Benjamin Doerr, Leslie Ann Goldberg
      Pages 174-183
    4. More Effective Crossover Operators for the All-Pairs Shortest Path Problem

      • Benjamin Doerr, Daniel Johannsen, Timo Kötzing, Frank Neumann, Madeleine Theile
      Pages 184-193

Other Volumes

  1. Parallel Problem Solving from Nature, PPSN XI

    11th International Conference, Kraków, Poland, September 11-15, 2010, Proceedings, Part I
  2. Parallel Problem Solving from Nature, PPSN XI

    11th International Conference, Kraków, Poland, September 11-15, 2010, Proceedings, Part II

Keywords

  • algorithms
  • data mining
  • evolution
  • evolutionary algorithm
  • evolutionary computation
  • genetic algorithms
  • image processing
  • intelligence
  • learning
  • machine learning
  • modeling
  • multi-agent system
  • multi-objective optimization
  • problem solving
  • swarm intell
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Faculty of Electrical Engineering, Automatics, Computer Science and Electronics, Department of ComputerScience, AGH University of Science and Technology, Kraków, Poland

    Robert Schaefer

  • Departamento de Lenguajes y Ciencias de la Computación, ETSI Informática, Universidad de Málaga, Málaga, Spain

    Carlos Cotta

  • Department of Mathematics and Computer Science, University of Bielsko-Biala, Bielsko-Biala, Poland

    Joanna Kołodziej

  • Fakultät für Informatik, Technische Universität Dortmund, Dortmund, Germany

    Günter Rudolph

Bibliographic Information

Buying options

eBook USD 119.00
Price excludes VAT (USA)
  • ISBN: 978-3-642-15844-5
  • 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 159.00
Price excludes VAT (USA)