Title :
Ranking fuzzy numbers using similarity measure with centroid
Author :
Abu Bakar, Ahmad Syafadhli ; Mohamad, Daud ; Sulaiman, Nor Hashimah
Author_Institution :
Department of Mathematics, Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Malaysia, 40450 Shah Alam, Selangor, Malaysia
Abstract :
Ranking fuzzy numbers correctly is essential especially in decision making process. Many techniques of ranking fuzzy numbers have been investigated using variety of approaches. However, most of the techniques have weaknesses one way or another. In this paper, we propose a new method of ranking fuzzy numbers using similarity measure approach with centroid. We investigate its ranking consistency compares to other existing methods using a few benchmarking sets of fuzzy numbers. It is found that our proposed method is able to overcome some of the weaknesses of other methods.
Keywords :
Approximation methods; Benchmark testing; Computers; Decision making; Indexes; Pragmatics; centroid; ranking fuzzy numbers; similarity measure;
Conference_Titel :
Science and Social Research (CSSR), 2010 International Conference on
Conference_Location :
Kuala Lumpur, Malaysia
Print_ISBN :
978-1-4244-8987-9
DOI :
10.1109/CSSR.2010.5773849