Please use this identifier to cite or link to this item:
http://hdl.handle.net/20.500.11861/7586
Title: | Real-valued Choquet integrals with fuzzy-valued integrand |
Authors: | Wang, Zhen yuan Yang, Rong Heng, Pheng-Ann Prof. LEUNG Kwong Sak |
Issue Date: | 2006 |
Source: | Fuzzy Sets and Systems, 2006, vol. 157 ( 2), pp. 256 - 269 |
Journal: | Fuzzy Sets and Systems |
Abstract: | The Choquet integral of a real-valued function defined on a set of attributes with respect to a signed fuzzy measure is generalized for allowing a fuzzy-valued function to be its integrand while keeping its value to be a crisp real number. Thus, the Choquet integral can be used as a defuzzifying aggregation tool to deal with data set involving categorical attributes, linguistic variables, and/or fuzzy numbers. A numerical method with the relevant algorithm is developed to estimate the value of the Choquet integral for any given fuzzy-valued function. © 2005 Elsevier B.V. All rights reserved. |
Type: | Peer Reviewed Journal Article |
URI: | http://hdl.handle.net/20.500.11861/7586 |
ISSN: | 01650114 |
DOI: | 10.1016/j.fss.2005.06.006 |
Appears in Collections: | Applied Data Science - Publication |
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