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  • © 2019

Applications of Evolutionary Computation

22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings

Conference proceedings info: EvoApplications 2019.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xix
  2. Engineering and Real-World Applications

    1. Front Matter

      Pages 1-1
    2. Design of Powered Floor Systems for Mobile Robots with Differential Evolution

      • Eric Medvet, Stefano Seriani, Alberto Bartoli, Paolo Gallina
      Pages 19-32
    3. Solving the Multi-objective Flexible Job-Shop Scheduling Problem with Alternative Recipes for a Chemical Production Process

      • Piotr Dziurzanski, Shuai Zhao, Jerry Swan, Leandro Soares Indrusiak, Sebastian Scholze, Karl Krone
      Pages 33-48
    4. A Hybrid Multiobjective Differential Evolution Approach to Stator Winding Optimization

      • André M. Silva, Fernando J. T. E. Ferreira, Carlos Henggeler Antunes
      Pages 64-71
    5. GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm

      • Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
      Pages 72-89
    6. Ant Colony Optimization for Optimized Operation Scheduling of Combined Heat and Power Plants

      • Johannes Mast, Stefan Rädle, Joachim Gerlach, Oliver Bringmann
      Pages 90-105
  3. Games

    1. Front Matter

      Pages 123-123
    2. Free Form Evolution for Angry Birds Level Generation

      • Laura Calle, Juan J. Merelo, Antonio Mora-García, José-Mario García-Valdez
      Pages 125-140
    3. GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games

      • Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
      Pages 156-171
  4. General

    1. Front Matter

      Pages 185-185
    2. Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming

      • Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas
      Pages 187-203
    3. Evolutionary Successful Strategies in a Transparent iterated Prisoner’s Dilemma

      • Anton M. Unakafov, Thomas Schultze, Igor Kagan, Sebastian Moeller, Alexander Gail, Stefan Treue et al.
      Pages 204-219
    4. Evolutionary Algorithms for the Design of Quantum Protocols

      • Walter Krawec, Stjepan Picek, Domagoj Jakobovic
      Pages 220-236
    5. Evolutionary Computation Techniques for Constructing SAT-Based Attacks in Algebraic Cryptanalysis

      • Artem Pavlenko, Alexander Semenov, Vladimir Ulyantsev
      Pages 237-253

Other Volumes

  1. Applications of Evolutionary Computation

About this book

This book constitutes the refereed proceedings of the 22nd International Conference on Applications of Evolutionary Computation, EvoApplications 2019, held in Leipzig, Germany, in April 2019, co-located with the Evo*2019 events EuroGP, EvoCOP and EvoMUSART.

The 44 revised full papers presented were carefully reviewed and selected from 66 submissions. They were organized in topical sections named: Engineering and Real World Applications; Games; General; Image and Signal Processing; Life Sciences; Networks and Distributed Systems; Neuroevolution and Data Analytics; Numerical Optimization: Theory, Benchmarks, and Applications; Robotics.

Editors and Affiliations

  • University of Mainz, Mainz, Germany

    Paul Kaufmann

  • University of Granada, Granada, Spain

    Pedro A. Castillo

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access