DocumentCode :
2145970
Title :
An Evaluation Method Based on Combinatorial Judgement Matrix
Author :
Ye, Jun ; Wang, Lei
Author_Institution :
Dept. of Comput. Sci. & Technol., Nanchang Inst. of Technol., Nanchang, China
fYear :
2010
fDate :
14-16 Aug. 2010
Firstpage :
826
Lastpage :
829
Abstract :
In this paper, we Use the knowledge of information entropy and mutual information in rough set theory, a new comprehensive evaluation method is proposed which is aimed to improve the decision-making precision of analytic hierarchy process. This method begins with constructing an objective judgement matrix by attribute significance defined by information entropy, and then getting a combinatorial judgement matrix with the objective judgment matrix and the subjective judgment matrix derived from AHP method, therefore establishing an optimization model which can determine the combinatorial judgement matrix. Finally, guiding decision-making by the combinatorial matrix´s weight value determined by the optimization model. An illustrative example is given to show the higher decision precision, feasibility and effectiveness of this comprehensive method.
Keywords :
combinatorial mathematics; decision making; entropy; matrix algebra; optimisation; rough set theory; analytic hierarchy process; combinatorial judgement matrix; combinatorial matrix weight value; decision making precision; evaluation method; information entropy; mutual information; objective judgment matrix; optimization model; rough set theory; subjective judgment matrix; Decision making; Entropy; Influenza; Information entropy; Presses; Set theory; Sorting; analytic hierarchy process(AHP); attribute significance; conditional entropy; judgement matrix;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Granular Computing (GrC), 2010 IEEE International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-7964-1
Type :
conf
DOI :
10.1109/GrC.2010.48
Filename :
5576094
Link To Document :
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