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Theoretical Computer Science and General Issues

Parallel Problem Solving from Nature – PPSN XV

15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I

Editors: Auger, A., Fonseca, C.M., Lourenço, N., Machado, P., Paquete, L., Whitley, D. (Eds.)

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eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-319-99253-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-99252-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th International Conference on Parallel Problem Solving from Nature, PPSN 2018, held in Coimbra, Portugal, in September 2018.

The 79 revised full papers were carefully reviewed and selected from 205 submissions. The papers cover a wide range of topics in natural computing including evolutionary computation, artificial neural networks, artificial life, swarm intelligence, artificial immune systems, self-organizing systems, emergent behavior, molecular computing, evolutionary robotics, evolvable hardware, parallel implementations and applications to real-world problems. The papers are organized in the following topical sections: numerical optimization; combinatorial optimization; genetic programming; multi-objective optimization; parallel and distributed frameworks; runtime analysis and approximation results; fitness landscape modeling and analysis; algorithm configuration, selection, and benchmarking; machine learning and evolutionary algorithms; and applications. Also included are the descriptions of 23 tutorials and 6 workshops which took place in the framework of PPSN XV.  





Table of contents (42 chapters)

  • A Comparative Study of Large-Scale Variants of CMA-ES

    Varelas, Konstantinos (et al.)

    Pages 3-15

  • Design of a Surrogate Model Assisted (1 + 1)-ES

    Kayhani, Arash (et al.)

    Pages 16-28

  • Generalized Self-adapting Particle Swarm Optimization Algorithm

    Uliński, Mateusz (et al.)

    Pages 29-40

  • PSO-Based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming

    Bartashevich, Palina (et al.)

    Pages 41-53

  • Towards an Adaptive CMA-ES Configurator

    Rijn, Sander (et al.)

    Pages 54-65

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-319-99253-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-99252-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Parallel Problem Solving from Nature – PPSN XV
Book Subtitle
15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I
Editors
  • Anne Auger
  • Carlos M. Fonseca
  • Nuno Lourenço
  • Penousal Machado
  • Luis Paquete
  • Darrell Whitley
Series Title
Theoretical Computer Science and General Issues
Series Volume
11101
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-319-99253-2
DOI
10.1007/978-3-319-99253-2
Softcover ISBN
978-3-319-99252-5
Edition Number
1
Number of Pages
XXX, 539
Number of Illustrations
178 b/w illustrations
Topics