Learning and Intelligent Optimization
11th International Conference, LION 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected Papers
Editors: Battiti, Roberto, Kvasov, Dmitri E., Sergeyev, Yaroslav D. (Eds.)
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- About this book
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This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Conference on Learning and Intelligent Optimization, LION 11, held in Nizhny,Novgorod, Russia, in June 2017.
The 20 full papers (among these one GENOPT paper) and 15 short papers presented have been carefully reviewed and selected from 73 submissions. The papers explore the advanced research developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence. Special focus is given to advanced ideas, technologies, methods, and applications in optimization and machine learning.
- Table of contents (35 chapters)
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An Importance Sampling Approach to the Estimation of Algorithm Performance in Automated Algorithm Design
Pages 3-17
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Test Problems for Parallel Algorithms of Constrained Global Optimization
Pages 18-33
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Automatic Configuration of Kernel-Based Clustering: An Optimization Approach
Pages 34-49
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Solution of the Convergecast Scheduling Problem on a Square Unit Grid When the Transmission Range is 2
Pages 50-63
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A GRASP for the Minimum Cost SAT Problem
Pages 64-78
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Table of contents (35 chapters)
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- Download Table of contents PDF (90.3 KB)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Learning and Intelligent Optimization
- Book Subtitle
- 11th International Conference, LION 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected Papers
- Editors
-
- Roberto Battiti
- Dmitri E. Kvasov
- Yaroslav D. Sergeyev
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 10556
- Copyright
- 2017
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-69404-7
- DOI
- 10.1007/978-3-319-69404-7
- Softcover ISBN
- 978-3-319-69403-0
- Edition Number
- 1
- Number of Pages
- XIII, 390
- Number of Illustrations
- 92 b/w illustrations
- Topics
