Learning and Intelligent Optimization
12th International Conference, LION 12, Kalamata, Greece, June 10–15, 2018, Revised Selected Papers
Editors: Battiti, R., Brunato, M., Kotsireas, I.S., Pardalos, P. (Eds.)
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- About this book
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This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Learning and Intelligent Optimization, LION 12, held in Kalamata, Greece, in June 2018.
The 28 full papers and 12 short papers presented have been carefully reviewed and selected from 62 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 (40 chapters)
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Accelerated Randomized Coordinate Descent Algorithms for Stochastic Optimization and Online Learning
Pages 1-15
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Spiral Search Method to GPU Parallel Euclidean Minimum Spanning Tree Problem
Pages 16-30
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A Cooperative Learning Approach for the Quadratic Knapsack Problem
Pages 31-35
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An Improved BTK Algorithm Based on Cell-Like P System with Active Membranes
Pages 36-48
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A Simple Algorithmic Proof of the Symmetric Lopsided Lovász Local Lemma
Pages 49-63
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Table of contents (40 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Learning and Intelligent Optimization
- Book Subtitle
- 12th International Conference, LION 12, Kalamata, Greece, June 10–15, 2018, Revised Selected Papers
- Editors
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- Roberto Battiti
- Mauro Brunato
- Ilias S Kotsireas
- Panos Pardalos
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 11353
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-05348-2
- DOI
- 10.1007/978-3-030-05348-2
- Softcover ISBN
- 978-3-030-05347-5
- Edition Number
- 1
- Number of Pages
- XII, 474
- Number of Illustrations
- 52 b/w illustrations, 93 illustrations in colour
- Topics
