Research on Collaborative Design Alternatives Group Decision Making Based on CRIOWA Operators

被引：0

作者：

Wei Z. ^{[1
]}

Wang Y. ^{[2
]}

Chen Y. ^{[2
]}

机构：

[1] School of Economics & Management, Nanjing University of Science & Technology, Nanjing

[2] School of Mechanical Engineering, Beijing Institute of Technology, Beijing

来源：

Wang, Yedong (1035970975@qq.com) | 2018年 / Institute of Computing Technology卷 / 30期

关键词：

Collaborative design alternatives; Density peak clustering algorithm; Group decision making; IOWA operators;

D O I：

10.3724/SP.J.1089.2018.16558

中图分类号：

学科分类号：

摘要：

Aiming at the shortcomings of the current information aggregation operators in solving the multi-criteria group decision making problems of collaborative design alternatives, this paper proposed a class-reliability-induced OWA operator based on density peak clustering algorithm. Firstly, the decision makers adopted the membership theory of fuzzy mathematics to quantitatively evaluate the alternative design scheme and form the decision matrix. The decision-making results of each decision maker for each scheme were taken as feature vectors. Secondly, an improved density peak clustering algorithm was proposed to cluster the decision vectors of each design scheme and obtain the clustering center as representative data of each cluster. Thirdly, the reliability of each cluster was calculated, and the information was aggregated using the class-reliability-induced OWA operators. The comprehensive evaluation results of each design alternative were obtained. The collaborative decision of a certain type of satellite structure design was taken as an example to demonstrate the effectiveness of proposed approach in solving the multi-criteria group decision making problems. © 2018, Beijing China Science Journal Publishing Co. Ltd. All right reserved.

引用

页码：927 / 935

页数：8

共 23 条

[1] Guo J., Luo Y., Li K., Collaborative design of a motion control system for intelligent vehicles, Journal of Tsinghua University: Science and Technology, 7, pp. 761-768, (2015)
[2] Wu Y., He F., Zhang D., Partial deformation encryption method for CAD model in collaborative design, Journal of Computer-Aided Design & Computer Graphics, 28, 10, pp. 1767-1778, (2016)
[3] Li Y., Guo Y., Multi-objective decision based on the decision makers preference in collaborative design, Computer & Digital Engineering, 44, 9, pp. 1705-1709, (2016)
[4] Rong Z., Research on the collaborative design process based on group decisions, (2007)
[5] Ekel P., Queiroz J., Parreiras R., Et al., Fuzzy set based models and methods of multicriteria group decision making, Nonlinear Analysis, 71, 12, pp. e409-e419, (2009)
[6] Yager R.R., On ordered weighted averaging aggregation operators in multicriteria decisionmaking, IEEE Transactions on Systems, Man, and Cybernetics, 18, 1, pp. 183-190, (1988)
[7] Aggarwal M., Generalized compensative weighted averaging aggregation operators, Computers & Industrial Engineering, 87, C, pp. 81-90, (2015)
[8] Hermans E., Ruan D., Brijs T., Et al., Road safety risk evaluation by means of ordered weighted averaging operators and expert knowledge, Knowledge-Based Systems, 23, 1, pp. 48-52, (2010)
[9] Zeng S.Z., Su W.H., Le A., Fuzzy generalized ordered weighted averaging distance operator and its application to decision making, International Journal of Fuzzy Systems, 14, 3, pp. 402-412, (2012)
[10] Xu Y., Sun T., Li D., Intuitionistic fuzzy prioritized OWA operator and its application in multi-criteria decision-making problem, Control and Decision, 26, 1, pp. 129-132, (2011)

← 1 2 3 →