Relative entropy method for fuzzy multiple attribute decision making and its application to software quality evaluation

Authors:
Qingxiang Li;Xiaofei Zhao;Rui Lin;Benyan Chen
Affiliations:
School of Software Engineering, Chongqing University of Arts and Sciences, Yongchuan, China;Institute of Decision Sciences, Chongqing University of Arts and Sciences, Yongchuan, China;Institute of Decision Sciences, Chongqing University of Arts and Sciences, Yongchuan, China;Institute of Decision Sciences, Chongqing University of Arts and Sciences, Yongchuan, China
Venue:
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Year:
2014

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Abstract

To study the problem of multiple attribute decision making in which the decision making information values are triangular fuzzy number, a relative entropy decision making method for software quality evaluation is proposed. Then, according to the concept of the relative entropy, the relative closeness degree is defined to determine the ranking order of all alternatives by calculating the relative entropy to both the fuzzy positive-ideal solution FPIS and fuzzy negative-ideal solution FNIS simultaneously. At last, a numerical example for software quality evaluation is provided to illustrate the proposed method. The result shows the approach is simple, effective and easy to calculate.