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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

  • Paul Kaufmann
  • Pedro A. Castillo
Conference proceedings EvoApplications 2019

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

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11454)

Table of contents

  1. Front Matter
    Pages i-xix
  2. Engineering and Real-World Applications

    1. Front Matter
      Pages 1-1
    2. Eric Medvet, Stefano Seriani, Alberto Bartoli, Paolo Gallina
      Pages 19-32
    3. Piotr Dziurzanski, Shuai Zhao, Jerry Swan, Leandro Soares Indrusiak, Sebastian Scholze, Karl Krone
      Pages 33-48
    4. André M. Silva, Fernando J. T. E. Ferreira, Carlos Henggeler Antunes
      Pages 64-71
    5. Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng
      Pages 72-89
    6. Johannes Mast, Stefan Rädle, Joachim Gerlach, Oliver Bringmann
      Pages 90-105
  3. Games

    1. Front Matter
      Pages 123-123
    2. Laura Calle, Juan J. Merelo, Antonio Mora-García, José-Mario García-Valdez
      Pages 125-140
    3. Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
      Pages 156-171
  4. General

    1. Front Matter
      Pages 185-185
    2. Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas
      Pages 187-203
    3. Anton M. Unakafov, Thomas Schultze, Igor Kagan, Sebastian Moeller, Alexander Gail, Stefan Treue et al.
      Pages 204-219
    4. Walter Krawec, Stjepan Picek, Domagoj Jakobovic
      Pages 220-236
    5. Artem Pavlenko, Alexander Semenov, Vladimir Ulyantsev
      Pages 237-253
    6. Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Marin et al.
      Pages 254-269
    7. Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar
      Pages 270-283
  5. Image and Signal Processing

    1. Front Matter
      Pages 285-285
    2. Thomas A. Runkler, James C. Bezdek
      Pages 287-298
    3. Szymon Piechaczek, Michal Kawulok, Jakub Nalepa
      Pages 299-307
    4. Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
      Pages 308-324
    5. N. D. Cilia, C. De Stefano, F. Fontanella, A. Scotto di Freca
      Pages 325-340
  6. Life Sciences

    1. Front Matter
      Pages 341-341
    2. Kevin Godin-Dubois, Sylvain Cussat-Blanc, Yves Duthen
      Pages 377-392
  7. Networks and Distributed Systems

    1. Front Matter
      Pages 393-393
    2. Juan J. Merelo, J. L. J. Laredo, Pedro A. Castillo, José-Mario García-Valdez, Sergio Rojas-Galeano
      Pages 405-412
    3. Thomas Bauschert, Fabio D’Andreagiovanni, Andreas Kassler, Chenghao Wang
      Pages 430-438
    4. Nguyen Thi Tam, Huynh Thi Thanh Binh, Tran Huy Hung, Dinh Anh Dung, Le Trong Vinh
      Pages 439-453
  8. Neuroevolution and Data Analytics

    1. Front Matter
      Pages 455-455
    2. Nam Le, Anthony Brabazon, Michael O’Neill
      Pages 457-472
    3. Victor Costa, Nuno Lourenço, Penousal Machado
      Pages 473-487
    4. AbdElRahman ElSaid, Steven Benson, Shuchita Patwardhan, David Stadem, Travis Desell
      Pages 488-503
    5. Jörg Stork, Martin Zaefferer, Thomas Bartz-Beielstein
      Pages 504-519
  9. Numerical Optimization: Theory, Benchmarks and Applications

    1. Front Matter
      Pages 521-521
    2. Giovanni Iacca, Fabio Caraffini
      Pages 523-534
  10. Robotics

    1. Front Matter
      Pages 565-565
    2. Iñaki Fernández Pérez, Stéphane Sanchez
      Pages 567-582
    3. T. van de Velde, C. Rossi, A. E. Eiben
      Pages 583-598
    4. Maria Carrillo, Javier Sánchez-Cubillo, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser
      Pages 599-615

About these proceedings

Introduction

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.

Keywords

artificial intelligence computer vision evolutionary algorithms evolutionary computation genetic algorithms genetic programming image analysis image reconstruction learning algorithms multiobjective optimization neural networks problem solving robotics robots search spaces sensor networks sensors swarm robotics wireless sensor networks wireless telecommunication systems

Editors and affiliations

  1. 1.University of MainzMainzGermany
  2. 2.University of GranadaGranadaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-16692-2
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-16691-5
  • Online ISBN 978-3-030-16692-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site