Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10079)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: LION 2016.
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Table of contents (25 papers)
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Full Papers
Other volumes
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Learning and Intelligent Optimization
Keywords
- algorithm selection
- discrete mathematics
- machine learning
- mathematical optimization
- meta-learning
- algorithm configuration
- black-box optimization
- clustering
- combinatorial optimization
- constraint solving
- differential evolution
- dynamic vehicle routing
- empirical study
- feature extraction
- feature selection
- genetic algorithm
- machine learning theory
- meta-heuristics
- probability and statistics
- algorithm analysis and problem complexity
About this book
This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Learning and Optimization, LION 10, which was held on Ischia, Italy, in May/June 2016.
The 14 full papers presented together with 9 short papers and 2 GENOPT papers were carefully reviewed and selected from 47 submissions. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to new ideas and methods; challenges and opportunities in various application areas; general trends, and specific developments.
Editors and Affiliations
Bibliographic Information
Book Title: Learning and Intelligent Optimization
Book Subtitle: 10th International Conference, LION 10, Ischia, Italy, May 29 -- June 1, 2016, Revised Selected Papers
Editors: Paola Festa, Meinolf Sellmann, Joaquin Vanschoren
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-50349-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2016
Softcover ISBN: 978-3-319-50348-6Published: 06 December 2016
eBook ISBN: 978-3-319-50349-3Published: 29 November 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 309
Number of Illustrations: 74 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Logics and Meanings of Programs, Artificial Intelligence, Discrete Mathematics in Computer Science, Computation by Abstract Devices, Simulation and Modeling