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Fuzzy Sets-Based Methods and Techniques for Modern Analytics
Başlık:
Fuzzy Sets-Based Methods and Techniques for Modern Analytics
Yazar:
Ebrahimnejad, Ali. author.
ISBN:
9783319739038
Edisyon:
1st ed. 2018.
Fiziksel Niteleme:
XIII, 361 p. 20 illus., 9 illus. in color. online resource.
Seri:
Studies in Fuzziness and Soft Computing, 364
İçindekiler:
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.
Özet:
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.
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