期刊
APPLIED MATHEMATICAL MODELLING
卷 36, 期 10, 页码 5046-5058出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.apm.2011.12.042
关键词
DEA; AHp; TOPSIS; AFS theory; Semantic interpretation
资金
- Natural Science Foundation of China [61175041]
- China Postdoctoral Science Foundation [20110491531]
- Science and Technology Item of Liaoning Province Education Ministry [2009A089]
This article presents a hybrid model for the multiple criteria decision making problems. The proposed decision model consists of three parts: (i) DEA (data envelopment analysis) is used to provide the best combination on the performance parameters of original data; (ii) By the application of AFS (axiomatic fuzzy set) theory and AHP (analytic hierarchy process) method, the weight of each attribute is calculated and (iii) TOPSIS (technique for order preference by similarity to ideal solution) is applied to provide the ranking order of that best combination based on the weights of attributes. In addition, we also provide the definitely semantic interpretations for the decision results by AFS theory. Specially, the model not only employs the performance parameters from raw data, but also considers the preferences from decision-makers that can make the decision results more reasonable. The proposed model is used for robot selection to verify the proposed model. Using the selection index, the evaluation of alternative robots and the selection of the most appropriate are eventually feasible. Moreover, a numerical example for supplier selection is included to illustrate the application of the model for the newly developed problems. (C) 2011 Elsevier Inc. All rights reserved.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据