Loading...

Designing a model of fuzzy TOPSIS in multiple criteria decision making

Mahdavi, I ; Sharif University of Technology | 2008

634 Viewed
  1. Type of Document: Article
  2. DOI: 10.1016/j.amc.2008.05.047
  3. Publisher: 2008
  4. Abstract:
  5. Decision making is the process of finding the best option among the feasible alternatives. In classical multiple attribute decision making (MADM) methods, the ratings and the weights of the criteria are known precisely. Due to vagueness of the decision data, the crisp data are inadequate for real-life situations. Since human judgments including preferences are often vague and cannot be expressed by exact numerical values, the application of fuzzy concepts in decision making is deemed to be relevant. We design a model of TOPSIS for the fuzzy environment with the introduction of appropriate negations for obtaining ideal solutions. Here, we apply a new measurement of fuzzy distance value with a lower bound of alternatives. Then similarity degree is used for ranking of alternatives. Examples are shown to demonstrate capabilities of the proposed model. © 2008 Elsevier Inc. All rights reserved
  6. Keywords:
  7. Aircraft instruments ; Avionics ; Control theory ; Fuzzy sets ; Problem solving ; Decision datums ; Feasible alternatives ; Fuzzy concepts ; Fuzzy distance ; Fuzzy distances ; Fuzzy environments ; Human judgments ; Ideal solutions ; Lower bounds ; MADM ; Multiple Attribute Decision makings ; Multiple criteria decision makings ; Numerical values ; Ranking of alternatives ; Similarity degrees ; TOPSIS ; Triangular fuzzy number ; Decision making
  8. Source: Applied Mathematics and Computation ; Volume 206, Issue 2 , 2008 , Pages 607-617 ; 00963003 (ISSN)
  9. URL: https://www.sciencedirect.com/science/article/abs/pii/S0096300308003846