Searching for just a few words should be enough to get started. If you need to make more complex queries, use the tips below to guide you.
Issue title: Some highlights on fuzzy systems and data mining
Guest editors: Shilei Sun, Silviu Ionita, Eva Volná, Andrey Gavrilov and Feng Liu
Article type: Research Article
Authors: Yue, Qia | Zhang, Leib | Peng, Yongshanc | Yu, Bingwend | Hong, Yue; * | Xiao, Quana
Affiliations: [a] School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China | [b] School of Economics and Management, Beijing Jiaotong University, Beijing, China | [c] School of Physical Education, Jiangxi University of Finance and Economics, Nanchang, China | [d] School of Economics, Jiangxi University of Finance and Economics, Nanchang, China | [e] College of Humanities and Sciences, Northeast Normal University, Changchun, China
Correspondence: [*] Corresponding author. Yu Hong, College of Humanities and Sciences, Northeast Normal University, Changchun 130117, China. Tel./Fax: +86 431 8457 9041; E-mail: [email protected].
Abstract: This paper studied the two-sided matching problem based on interval-valued intuitionistic fuzzy sets and matching aspirations, the related concepts of which were described. In order to solve this problem, the interval-valued intuitionistic fuzzy matrices were transformed into interval score matrices and score matrices. Based on the score matrices, matching aspiration matrix, and matching matrix, a two-sided matching model under the conditions of one-to-one two-sided matching was developed. Therein, matching aspirations were calculated using the maximum reciprocal-deviation principle. Considering the statuses of all agents on both sides were the same in most situations, the two-sided matching model was converted into a single-objective optimization model using the linear weighted method. “Optimal” two-sided matching was obtained by solving the model. At the conclusion of the study, the feasibility and effectiveness of the proposed method was illustrated with an example of matching executives with positions.
Keywords: Two-sided matching, interval-valued intuitionistic fuzzy set, matching aspiration, maximum reciprocal-deviation, two-sided matching model
DOI: 10.3233/JIFS-169173
Journal: Journal of Intelligent & Fuzzy Systems, vol. 31, no. 6, pp. 2903-2910, 2016
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
USA
Tel: +1 703 830 6300
Fax: +1 703 830 2300
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
IOS Press
Nieuwe Hemweg 6B
1013 BG Amsterdam
The Netherlands
Tel: +31 20 688 3355
Fax: +31 20 687 0091
[email protected]
For editorial issues, permissions, book requests, submissions and proceedings, contact the Amsterdam office [email protected]
Inspirees International (China Office)
Ciyunsi Beili 207(CapitaLand), Bld 1, 7-901
100025, Beijing
China
Free service line: 400 661 8717
Fax: +86 10 8446 7947
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
如果您在出版方面需要帮助或有任何建, 件至: [email protected]