Title :
An ERP System Selection Model Based on Fuzzy Grey TOPSIS for SMEs
Author :
Lingyu, Huo ; Bingwu, Liu ; Juntao, Li
Author_Institution :
Sch. of Inf., Beijing Wuzi Univ., Beijing, China
Abstract :
This paper presents a new fuzzy multi-criteria decision making (FMCDM) approach, which integrates the technique for order preference by the similarity to ideal solution (TOPSIS), grey relation and fuzzy set theory, for enterprise resource planning (ERP) system evaluation and selection in the small and medium-sized enterprises (SMEs). In this study, the characteristic of the alternative with respect to the criteria are represented in terms of a linguistic term set, and the weight of the criteria is described by triangular fuzzy numbers, respectively. According to the Grey theory and fuzzy set theory, a closeness coefficient is defined to determine the ranking order of all alternatives by calculating the grade of Grey relation to the fuzzy positive-ideal solution (FPIS) and fuzzy negative-ideal solution (FNIS) simultaneously. Finally, an example is shown to highlight the procedure of the proposed method.
Keywords :
decision making; enterprise resource planning; fuzzy set theory; grey systems; small-to-medium enterprises; ERP system selection model; Grey theory; SME; enterprise resource planning evaluation system; fuzzy Grey TOPSIS; fuzzy multicriteria decision making approach; fuzzy negative-ideal solution; fuzzy positive-ideal solution; fuzzy set theory; linguistic term set; order preference by the similarity to ideal solution; small and medium-sized enterprises; triangular fuzzy numbers; Cities and towns; Companies; Decision making; Electronic mail; Enterprise resource planning; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Information systems; Investments; ERP system selection; Fuzzy TOPSIS; Greyrelation; SMEs; triangular fuzzy numbers;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.462