Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12096)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): LION: International Conference on Learning and Intelligent Optimization
Conference proceedings info: LION 2020.
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Table of contents (38 papers)
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Front Matter
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.
Keywords
- communication systems
- computer hardware
- computer networks
- computer systems
- correlation analysis
- education
- engineering
- genetic algorithms
- internet
- learning
- machine learning
- mathematics
- optimization
- optimization problems
- signal processing
- telecommunication systems
- theoretical computer science
- wireless telecommunication systems
- artificial intellegence
Editors and Affiliations
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CARGO Lab., Wilfrid Laurier University, Waterloo, Canada
Ilias S. Kotsireas
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Center for Applied Optimization, University of Florida, Gainesville, USA
Panos M. Pardalos
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: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-53552-0
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-53551-3Published: 18 July 2020
eBook ISBN: 978-3-030-53552-0Published: 17 July 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 430
Number of Illustrations: 29 b/w illustrations, 62 illustrations in colour
Topics: Computational Mathematics and Numerical Analysis, Computer Communication Networks, Theory of Computation, Computer System Implementation, Computer Applications, Discrete Mathematics in Computer Science