A short survey on the usage of choquet integral and its associated fuzzy measure in multiple attribute analysis

Anath Rau Krishnan , and Maznah Mat Kasim, and Engku Muhammad Nazri Engku Abu Bakar, (2015) A short survey on the usage of choquet integral and its associated fuzzy measure in multiple attribute analysis. Procedia Computer Science, 59 . pp. 427-434. ISSN 1877-0509

[img]
Preview
PDF
42Kb

Official URL: http://dx.doi.org/10.1016/j.procs.2015.07.560

Abstract

Choquet integral operator is currently making inroads into many real multiple attribute analysis due to its ability on modeling the usual interactions held by the attributes during the aggregation process. Unfortunately, the process of identifying 2n values of fuzzy measure prior to employing Choquet integral normally turns into a very complex one with the increasing number of attributes, n. On that note, this paper mainly reviews on some of the methods that have been proposed in reducing the complexity of identifying fuzzy measure values together with their pros and cons. The paper begins with a discussion on the aggregation process in multiple attribute analysis which then focuses on the usage of Choquet integral and its associated fuzzy measure before investigating some of the fuzzy measure identification methods. A simple numerical example to demonstrate the merit of using Choquet integral and the indications for future research are provided as well. The paper to some extent would be helpful in stimulating new ideas for developing simpler or enhanced versions of fuzzy measure identification methods.

Item Type:Article
Uncontrolled Keywords:Choquet integral, fuzzy measure, multiple attribute analysis
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
ID Code:14823
Deposited By:IR Admin
Deposited On:15 Nov 2016 14:59
Last Modified:15 Nov 2016 14:59

Repository Staff Only: item control page


Browse Repository
Collection
   Articles
   Book
   Speeches
   Thesis
   UMS News
Search
Quick Search

   Latest Repository

Link to other Malaysia University Institutional Repository

Malaysia University Institutional Repository