Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12931)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: LION 2021.
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Table of contents (30 papers)
Other volumes
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Learning and Intelligent Optimization
Keywords
- artificial intelligence
- combinatorial optimization
- communication systems
- computer hardware
- computer networks
- computer systems
- correlation analysis
- evolutionary algorithms
- genetic algorithms
- graph theory
- machine learning
- network protocols
- optimization problems
- signal processing
- telecommunication systems
- telecommunication traffic
- theoretical computer science
- wireless telecommunication systems
About this book
This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 15, held in Athens, Greece, in June 2021.
The 30 full papers presented have been carefully reviewed and selected from 35 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.
Editors and Affiliations
Bibliographic Information
Book Title: Learning and Intelligent Optimization
Book Subtitle: 15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers
Editors: Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-92121-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-92120-0Published: 09 December 2021
eBook ISBN: 978-3-030-92121-7Published: 08 December 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 410
Number of Illustrations: 31 b/w illustrations, 84 illustrations in colour
Topics: Computational Mathematics and Numerical Analysis, Computer Systems Organization and Communication Networks, Algorithms