A Hybrid MCDM Approach Based on Fuzzy ANP and Fuzzy TOPSIS for Technology Selection

被引:43
|
作者
Aliakbari Nouri, Fahimeh [1 ]
Khalili Esbouei, Saber [2 ]
Antucheviciene, Jurgita [3 ]
机构
[1] Semnan Univ, Dept Management & Adm Sci, Semnan, Iran
[2] Univ Tehran, Dept Ind Management, Tehran, Iran
[3] Vilnius Gediminas Tech Univ, Dept Construct Technol & Management, LT-10223 Vilnius, Lithuania
关键词
Multiple Criteria Decision Making (MCDM); Fuzzy Analytic Network Process (FANP); Fuzzy Technique for Order Preference by Similarity to Ideal Solution (FTOPSIS); technology selection; Advanced Manufacturing Technology (AMT); ANALYTIC NETWORK PROCESS; ADVANCED MANUFACTURING TECHNOLOGY; DECISION-MAKING MODEL; SUPPLY CHAIN STRATEGY; PRODUCT DEVELOPMENT; MULTICRITERIA; INVESTMENT; FRAMEWORK; CONSTRUCTION; SWOT;
D O I
10.15388/Informatica.2015.53
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to compete in the global environment, a manufacturing company has to keep developing new technologies. Selection of a right technology is a critical stage in a successful technology transfer process. However, technology selection is a complex multi-dimensional problem including both qualitative and quantitative factors, such as human resources, operational and financial dimensions, which may be in conflict and may also be uncertain. In addition, interdependent relationships exist among various dimensions as well as criteria of technology selection. The identified problems could be solved by combining multiple criteria decision making (MCDM) methods of different nature and fuzzy set theory. The objective of the current paper is to develop a complex approach to evaluate technologies and to rank their appropriateness for a company. A hybrid model is proposed, based on Fuzzy Analytic Network Process (FANP) and Fuzzy Technique for Order Preference by Similarity to Ideal Solution (FTOPSIS). A real-life case study is presented to validate the proposed model.
引用
收藏
页码:369 / 388
页数:20
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