Fuzzy Sets-Based Methods and Techniques for Modern Analytics
Authors: Ebrahimnejad, Ali, Verdegay, José Luis
Free Preview- Describes basic concepts of fuzzy sets for analytics
- Reports on fuzzy optimization models for analytics
- Discusses important applications, such as fuzzy transportation problems
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- About this book
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The book offers a comprehensive, practice-oriented introduction to the field of fuzzy mathematical programming (FMP) as key topic of modern analytics. FMP plays a fundamental role in dealing with a varied range of problems, such as those concerning smart cities, sustainability, and renewable energies. This book includes an introduction to the basic concepts, together with extensive information on the computational-intelligence-based optimization models and techniques that have been used to date. Special emphasis is given to fuzzy transportation problems. The book is a valuable resource for researchers, data scientists and practitioners dealing with computational-intelligence-based optimization models for analytics.
- Table of contents (5 chapters)
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Fuzzy Set Theory
Pages 1-27
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Fuzzy Linear Programming
Pages 29-88
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Linear Programming with Fuzzy Parameters: Simplex Based Approaches
Pages 89-204
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Linear Programming with Fuzzy Parameters: Non-simplex Based Approaches
Pages 205-303
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Fuzzy Transportation Problem
Pages 305-361
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Table of contents (5 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Fuzzy Sets-Based Methods and Techniques for Modern Analytics
- Authors
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- Ali Ebrahimnejad
- José Luis Verdegay
- Series Title
- Studies in Fuzziness and Soft Computing
- Series Volume
- 364
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-73903-8
- DOI
- 10.1007/978-3-319-73903-8
- Hardcover ISBN
- 978-3-319-73902-1
- Softcover ISBN
- 978-3-030-08882-8
- Series ISSN
- 1434-9922
- Edition Number
- 1
- Number of Pages
- XIII, 361
- Number of Illustrations
- 11 b/w illustrations, 9 illustrations in colour
- Topics
