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Applications of Evolutionary Computation

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

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Paul Kaufmann

    1. University of Mainz, Mainz, Germany

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    You can also search for this editor in PubMed   Google Scholar

  2. Pedro A. Castillo

    1. University of Granada, Granada, Spain

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11454)

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

Included in the following conference series:

Conference proceedings info: EvoApplications 2019.

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Table of contents (42 papers)

  1. Front Matter

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

    1. Front Matter

      Pages 1-1
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    2. A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization

      • Tobias Rodemann
      Pages 3-18

    3. Design of Powered Floor Systems for Mobile Robots with Differential Evolution

      • Eric Medvet, Stefano Seriani, Alberto Bartoli, Paolo Gallina
      Pages 19-32

    4. 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

    5. Quantifying the Effects of Increasing User Choice in MAP-Elites Applied to a Workforce Scheduling and Routing Problem

      • Neil Urquhart, Emma Hart, William Hutcheson
      Pages 49-63

    6. A Hybrid Multiobjective Differential Evolution Approach to Stator Winding Optimization

      • André M. Silva, Fernando J. T. E. Ferreira, Carlos Henggeler Antunes
      Pages 64-71

    7. GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm

      • Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
      Pages 72-89

    8. Ant Colony Optimization for Optimized Operation Scheduling of Combined Heat and Power Plants

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

    9. A Flexible Dissimilarity Measure for Active and Passive 3D Structures and Its Application in the Fitness–Distance Analysis

      • Maciej Komosinski, Agnieszka Mensfelt
      Pages 106-121

  3. Games

    1. Front Matter

      Pages 123-123
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    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. Efficient Online Hyperparameter Adaptation for Deep Reinforcement Learning

      • Yinda Zhou, Weiming Liu, Bin Li
      Pages 141-155

    4. GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games

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

    5. Effects of Input Addition in Learning for Adaptive Games: Towards Learning with Structural Changes

      • Iago Bonnici, Abdelkader Gouaïch, Fabien Michel
      Pages 172-184

  4. General

    1. Front Matter

      Pages 185-185
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    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
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Other volumes

  1. Applications of Evolutionary Computation

Keywords

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

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