Fuzzy Sets-Based Methods and Techniques for Modern Analytics

✍ Scribed by Ali Ebrahimnejad,José Luis Verdegay (auth.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 371
• Series: Studies in Fuzziness and Soft Computing 364
• Edition: 1
• Category: Library

✦ Synopsis

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

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

✦ Subjects

Computational Intelligence