Decision Making under Constraints
Editors: Ceberio, Martine, Kreinovich, Vladik (Eds.)
Free Preview- Presents extended versions of selected papers from the annual International Workshops on Constraint Programming and Decision Making from 2016 to 2018
- Addresses all stages of decision-making under constraints
- Written by experts in the field
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- About this book
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This book presents extended versions of selected papers from the annual International Workshops on Constraint Programming and Decision Making from 2016 to 2018. The papers address all stages of decision-making under constraints: (1) precisely formulating the problem of multi-criteria decision-making; (2) determining when the corresponding decision problem is algorithmically solvable; (3) finding the corresponding algorithms and making these algorithms as efficient as possible; and (4) taking into account interval, probabilistic, and fuzzy uncertainty inherent in the corresponding decision-making problems. In many application areas, it is necessary to make effective decisions under constraints, and there are several area-specific techniques for such decision problems. However, because they are area-specific, it is not easy to apply these techniques in other application areas. As such, the annual International Workshops on Constraint Programming and Decision Making focus on cross-fertilization between different areas, attracting researchers and practitioners from around the globe. The book includes numerous papers describing applications, in particular, applications to engineering, such as control of unmanned aerial vehicles, and vehicle protection against improvised explosion devices.
- Table of contents (27 chapters)
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Fuzzy Systems Are Universal Approximators for Random Dependencies: A Simplified Proof
Pages 1-5
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How Quantum Computing Can Help with (Continuous) Optimization
Pages 7-14
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How Neural Networks (NN) Can (Hopefully) Learn Faster by Taking into Account Known Constraints
Pages 15-20
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Fuzzy Primeness in Quantales
Pages 21-31
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A Short Introduction to Collective Defense in Weighted Abstract Argumentation Problems
Pages 33-43
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Table of contents (27 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Decision Making under Constraints
- Editors
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- Martine Ceberio
- Vladik Kreinovich
- Series Title
- Studies in Systems, Decision and Control
- Series Volume
- 276
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-40814-5
- DOI
- 10.1007/978-3-030-40814-5
- Hardcover ISBN
- 978-3-030-40813-8
- Series ISSN
- 2198-4182
- Edition Number
- 1
- Number of Pages
- XI, 221
- Number of Illustrations
- 22 b/w illustrations, 13 illustrations in colour
- Topics
