Theoretical Computer Science and General Issues

Learning and Intelligent Optimization

14th International Conference, LION 14, Athens, Greece, May 24–28, 2020, Revised Selected Papers

Editors: Kotsireas, Ilias S., Pardalos, Panos M. (Eds.)

Free Preview

Buy this book

eBook $69.99
price for USA in USD
  • ISBN 978-3-030-53552-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-53551-3
  • 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
About this book

This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020. 
The 37 full papers presented together with one invited paper have been carefully reviewed and selected from 75 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components.

Due to the COVID-19 pandemic, LION 14 was not held as a physical meeting. 

Table of contents (38 chapters)

Table of contents (38 chapters)
  • Optimization for Urban Air Mobility

    Pages 1-8

    Hamadi, Youssef

  • A Matheuristic Algorithm for Solving the Vehicle Routing Problem with Cross-Docking

    Pages 9-15

    Gunawan, Aldy (et al.)

  • Physical Activity as a Risk Factor in the Progression of Osteoarthritis: A Machine Learning Perspective

    Pages 16-26

    Alexos, Antonios (et al.)

  • QPTAS for the CVRP with a Moderate Number of Routes in a Metric Space of Any Fixed Doubling Dimension

    Pages 27-32

    Khachay, Michael (et al.)

  • Early Detection of Eating Disorders Through Machine Learning Techniques

    Pages 33-39

    Astorino, Annabella (et al.)

Buy this book

eBook $69.99
price for USA in USD
  • ISBN 978-3-030-53552-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-53551-3
  • 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
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Learning and Intelligent Optimization
Book Subtitle
14th International Conference, LION 14, Athens, Greece, May 24–28, 2020, Revised Selected Papers
Editors
  • Ilias S. Kotsireas
  • Panos M. Pardalos
Series Title
Theoretical Computer Science and General Issues
Series Volume
12096
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-53552-0
DOI
10.1007/978-3-030-53552-0
Softcover ISBN
978-3-030-53551-3
Edition Number
1
Number of Pages
XIV, 430
Number of Illustrations
29 b/w illustrations, 62 illustrations in colour
Topics