Fuzzy Sets-Based Methods and Techniques for Modern Analytics

ISBN-13: 9783030088828 / Angielski / Miękka / 2018 / 361 str.

Ali Ebrahimnejad; Jose Luis Verdegay

Spis treści

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.

Blurb

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.