Fuzzy Sets-Based Methods and Techniques for Modern Analytics

1. Auflage 2018
ISBN: 978-3-319-73902-1
Verlag: Springer International Publishing

Buch, Englisch, Band 364, 361 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 729 g

Reihe: Studies in Fuzziness and Soft Computing

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.

Zielgruppe

Research

Autoren/Hrsg.

Verdegay, José Luis

Ebrahimnejad, Ali

Fachgebiete

• Mathematik | Informatik Mathematik Operations Research
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme
• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensforschung

Inhaltsverzeichnis

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.