Fuzzy Sets-Based Methods and Techniques for Modern Analytics

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.

List of 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.

Summary

Describes basic concepts of fuzzy sets for analytics
Reports on fuzzy optimization models for analytics
Discusses different applications, including transportation and shortest path problems

Product details

• Authors: Al Ebrahimnejad, Ali Ebrahimnejad, José Luis Verdegay
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2018
• EAN: 9783319739021
• ISBN: 978-3-31-973902-1
• No. of pages: 361
• Dimensions: 163 mm x 242 mm x 25 mm
• Weight: 714 g
• Illustrations: XIII, 361 p. 20 illus., 9 illus. in color.
• Series: Studies in Fuzziness and Soft Computing; Studies in Fuzziness and Soft Computing
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; Operations Research, B, Artificial Intelligence, engineering, Operations Research/Decision Theory, Operations Research and Decision Theory, Management & management techniques, Operations Research, Management Science, Management decision making, Management science, Operational research, Decision Making, Computational Intelligence