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Fuzzy Sets-Based Methods and Techniques for Modern Analytics [electronic resource] / by Ali Ebrahimnejad, José Luis Verdegay.

By: Ebrahimnejad, Ali [author.].
Contributor(s): Verdegay, José Luis [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Studies in Fuzziness and Soft Computing: 364Publisher: Cham : Springer International Publishing : Imprint: Springer, 2018Edition: 1st ed. 2018.Description: XIII, 361 p. 20 illus., 9 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319739038.Subject(s): Computational intelligence | Operations research | Artificial intelligence | Management science | Computational Intelligence | Operations Research and Decision Theory | Artificial Intelligence | Operations Research, Management ScienceAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: 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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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.

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