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Please use this identifier to cite or link to this item: http://hdl.handle.net/10119/10723

Title: On prioritized weighted aggregation in multi-criteria decision making
Authors: Yan, Hong-Bin
Huynh, Van-Nam
Nakamori, Yoshiteru
Murai, Tetsuya
Keywords: Multi-criteria decision making (MCDM)
Prioritized aggregation
Ordered weighted averaging (OWA)
Triangular norms (T-norms)
Benchmark
Issue Date: 2010
Publisher: Elsevier
Magazine name: Expert Systems with Applications
Volume: 38
Number: 1
Start page: 812
End page: 823
DOI: 10.1016/j.eswa.2010.07.039
Abstract: This paper deals with multi-criteria decision making (MCDM) problems with multiple priorities, in which priority weights associated with the lower priority criteria are related to the satisfactions of the higher priority criteria. To do so, we first propose a prioritized weighted aggregation operator based on ordered weighted averaging (OWA) operator and triangular norms (t-norms). In order to preserve the tradeoffs among the criteria in the same priority level, we suggest that the satisfaction degree regarding each priority level is viewed as a pseudo criterion. On the other hand, t-norms are used to model the priority relationships between the criteria in different priority levels. In particular, we show that strict Archimedean t-norms perform better in inducing priority weights. As Hamacher family of t-norms provides a wide class of strict Archimedean t-norms ranging from the product to weakestt-norm, Hamacher parameterized t-norms are used to induce the priority weight for each priority level. Furthermore, considering decision maker (DM)’s requirement toward higher priority levels, a benchmark based approach is proposed to induce priority weight for each priority level. In particular, Lukasiewicz implication is used to compute benchmark achievement for crisp requirements;target-oriented decision analysis is utilized to obtain the benchmark achievement for fuzzy requirements. Finally, some numerical examples are used to illustrate the proposed prioritized aggregation technique as well as to compare with previous researches.
Rights: NOTICE: This is the author's version of a work accepted for publication by Elsevier. Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori, Tetsuya Murai, Expert Systems with Applications, 38(1), 2010, 812-823, http://dx.doi.org/10.1016/j.eswa.2010.07.039
URI: http://hdl.handle.net/10119/10723
Material Type: author
Appears in Collections:a10-1. 雑誌掲載論文 (Journal Articles)

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