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Theoretical Computer Science and General Issues
cover

Applications of Evolutionary Computation

24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings

Editors: Castillo, Pedro A., Jiménez Laredo, Juan Luis (Eds.)

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eBook 88,80 €
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  • ISBN 978-3-030-72699-7
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Softcover 110,23 €
price for Spain (gross)
  • ISBN 978-3-030-72698-0
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About this book

This book constitutes the refereed proceedings of the 24th International Conference on Applications of Evolutionary Computation, EvoApplications 2021, held as part of Evo*2021, as Virtual Event, in April 2021, co-located with the Evo*2021 events EuroGP, EvoCOP, and EvoMUSART.

The 51 revised full papers presented in this book were carefully reviewed and selected from 78 submissions. The papers cover a wide spectrum of topics, ranging from applications of evolutionary computation; applications of deep bioinspired algorithms; soft computing applied to games; machine learning and AI in digital healthcare and personalized medicine; evolutionary computation in image analysis, signal processing and pattern recognition; evolutionary machine learning; parallel and distributed systems; and applications of nature inspired computing for sustainability and development.​

Table of contents (51 chapters)

Table of contents (51 chapters)
  • On Restricting Real-Valued Genotypes in Evolutionary Algorithms

    Pages 3-16

    Nordmoen, Jørgen (et al.)

  • Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions

    Pages 17-33

    Renau, Quentin (et al.)

  • Co-optimising Robot Morphology and Controller in a Simulated Open-Ended Environment

    Pages 34-49

    Stensby, Emma Hjellbrekke (et al.)

  • Multi-objective Workforce Allocation in Construction Projects

    Pages 50-64

    Iskandar, Andrew (et al.)

  • Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm Based on Decomposition

    Pages 65-80

    Kajihara, Sho (et al.)

Buy this book

eBook 88,80 €
price for Spain (gross)
  • ISBN 978-3-030-72699-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 110,23 €
price for Spain (gross)
  • ISBN 978-3-030-72698-0
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Evolutionary Computation
Book Subtitle
24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings
Editors
  • Pedro A. Castillo
  • Juan Luis Jiménez Laredo
Series Title
Theoretical Computer Science and General Issues
Series Volume
12694
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-72699-7
DOI
10.1007/978-3-030-72699-7
Softcover ISBN
978-3-030-72698-0
Edition Number
1
Number of Pages
XVII, 830
Number of Illustrations
44 b/w illustrations, 225 illustrations in colour
Topics