Fuzzy Sets-Based Methods and Techniques for Modern Analytics

Ebrahimnejad, Ali

Fuzzy Sets-Based Methods and Techniques for Modern Analytics by Ali Ebrahimnejad, José Luis Verdegay. - 1 recurso en línea (XIII, 361 páginas 20 ilustraciones, 9 ilustraciones a color) - Studies in Fuzziness and Soft Computing 364 1434-9922 Engineering (Springer-11647) .

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.

9783319739038

10.1007/978-3-319-73903-8 doi


Lógica difusa
Matemáticas
Inteligencia artificial

QA248.5 2018 EB