Fuzzy Sets-Based Methods and Techniques for Modern Analytics [electronic resource] /
by Ali Ebrahimnejad, José Luis Verdegay.
- 1st ed. 2018.
- XIII, 361 p. 20 illus., 9 illus. in color. online resource.
- Studies in Fuzziness and Soft Computing, 364 1860-0808 ; .
- Studies in Fuzziness and Soft Computing, 364 .
Fuzzy Set Theory -- Fuzzy Linear Programming -- Linear Programming with Fuzzy Parameters: Simplex Based Approaches -- Linear Programming with Fuzzy Parameters: Non-Simplex Based Approaches -- Fuzzy Transportation Problem.
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.