Uncertain Linguistic Multi-Attribute Group Decision Making Method with Multi-Granularity Based on Projection and Dominance Degree

Article Preview

Abstract:

In order to solve multiple attribute group decision making problems with multi-granularity uncertain linguistic assessment information, where the information of attribute weights are incomplete, a group decision making method based on projection and dominance degree is proposed. Firstly, the uncertain linguistic evaluation matrices with multi-granularity are transformed to two-tuple decision matrices according to the continuous interval two-tuple ordered weighted harmonic (ITC-OWH) operator. By using projection method, a goal programming model is set up to determine the attribute weights vector of individual decision maker. Then, integrative attribute dominance degree between pairwise comparisons of arbitrary alternatives are computed, a group integrative dominance degree matrix is obtained based on integrative dominance degree matrices and expert weight vector. The priority-time matrix is given to calculate the general priority time of alternatives, consequently, the rank result of alternatives can be determined.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

386-389

Citation:

Online since:

December 2014

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2015 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] Liu X, Chen H Y, Zhou L G. continuous ordered weighted harmonic (OWH) averaging for multi-granularity interval linguistic information and its applications[J]. Operational research and management Science, 2012, 21(2): 14-22.

Google Scholar

[2] Xu Z S. An approach based on uncertain LOWA and induced uncertain LOWG operators to group decision making with uncertain multiplicative linguistic preference relations[J]. Decision Support Systems, 2006, 41(2): 488- 499.

DOI: 10.1016/j.dss.2004.08.011

Google Scholar

[3] Wei G W. Uncertain linguistic hybrid geometric mean operator and its application to group decision making under uncertain linguistic environment[J]. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2009, 17(2): 251-267.

DOI: 10.1142/s021848850900584x

Google Scholar

[4] Wei G W. Method of uncertain linguistic multiple attribute group decision making based on dependent aggregation operators[J]. Systems Engineering and Electronics, 2010, 32(4): 764- 769.

Google Scholar

[5] Liu Y, Fan Z P. A group decision making method with multi-granularity uncertain linguistic information[J]. Journal of Northeastern University(Natural Science), 2009, 30(4): 601-604.

Google Scholar

[6] Wei G W. Project method for multiple attribute group decision making in two-tuple linguistic setting[J]. Operations Research and Management Science, 2009, 18(5): 59-63.

Google Scholar

[7] Ma J, Fan Z P, Jiang Y P. A method for repairing the inconsistency of fuzzy preference relations[J]. Fuzzy Sets and systems, 2006, 157(1): 20-33.

DOI: 10.1016/j.fss.2005.05.046

Google Scholar