ENGLISH

Fuzzy Sets-Based Methods and Techniques for Modern Analytics

By Ali Ebrahimnejad,José Luis Verdegay (auth.)

Book information

Publisher
Springer International Publishing
Year
2018
ISBN
978-3-319-73902-1, 978-3-319-73903-8
Language
english
Format
PDF
Filesize
4 MB (4436788 bytes)
Series
Studies in Fuzziness and Soft Computing 364
Edition
1
Pages
XIII, 361\371
Time added
2018-03-04 00:00:30
Computational Intelligence

Description

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. Front Matter ....Pages i-xiii Fuzzy Set Theory (Ali Ebrahimnejad, José Luis Verdegay)....Pages 1-27 Fuzzy Linear Programming (Ali Ebrahimnejad, José Luis Verdegay)....Pages 29-88 Linear Programming with Fuzzy Parameters: Simplex Based Approaches (Ali Ebrahimnejad, José Luis Verdegay)....Pages 89-204 Linear Programming with Fuzzy Parameters: Non-simplex Based Approaches (Ali Ebrahimnejad, José Luis Verdegay)....Pages 205-303 Fuzzy Transportation Problem (Ali Ebrahimnejad, José Luis Verdegay)....Pages 305-361

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