TY - JOUR
T1 - 工业设计云服务平台下基于用户偏好的设计团队成员优选决策
AU - Fan, Jiashuang
AU - Yu, Suihuai
AU - Chu, Jianjie
AU - Chen, Jian
AU - Cheng, Fangmin
AU - Ren, Lijin
N1 - Publisher Copyright:
© 2019, Editorial Department of CIMS. All right reserved.
PY - 2019/11/1
Y1 - 2019/11/1
N2 - To solve the user preferences based design team members optimization decision problems of industrial design in the cloud service platform, a design team members comprehensive ability evaluation method based on intuitionistic fuzzy sets and network analysis method was put forward. By combining the collaborative evaluation of existing methods and characteristics of cloud service platform, the design team members' comprehensive ability that had met user preferences was performed optimization and decision to build three-order evaluation model of networked collaborative design team members ability under industrial design cloud services platform. In the first stage of the model, the evaluation target based on user preferences was determined, the user's implicit demand preference was explored with fuzzy demand description method and was transformed into the evaluation target of cloud design team members by using the quality function configuration; in the second stage, the intuitionistic fuzzy sets and network analysis were used to evaluate the multiple attribute group decision making in the comprehensive evaluation of design team members and the hesitant degree of decision-makers; in the third stage, the design team members based on user preferences were optimized by combining with the quality function configuration. The design task of yachts on cloud service platform was taken as an example to verify the effectiveness and feasibility of the proposed method.
AB - To solve the user preferences based design team members optimization decision problems of industrial design in the cloud service platform, a design team members comprehensive ability evaluation method based on intuitionistic fuzzy sets and network analysis method was put forward. By combining the collaborative evaluation of existing methods and characteristics of cloud service platform, the design team members' comprehensive ability that had met user preferences was performed optimization and decision to build three-order evaluation model of networked collaborative design team members ability under industrial design cloud services platform. In the first stage of the model, the evaluation target based on user preferences was determined, the user's implicit demand preference was explored with fuzzy demand description method and was transformed into the evaluation target of cloud design team members by using the quality function configuration; in the second stage, the intuitionistic fuzzy sets and network analysis were used to evaluate the multiple attribute group decision making in the comprehensive evaluation of design team members and the hesitant degree of decision-makers; in the third stage, the design team members based on user preferences were optimized by combining with the quality function configuration. The design task of yachts on cloud service platform was taken as an example to verify the effectiveness and feasibility of the proposed method.
KW - Cloud service platform
KW - Design team
KW - Intuitionistic fuzzy set
KW - Network analysis method
KW - Optimal decision making
KW - Quality function configuration
UR - http://www.scopus.com/inward/record.url?scp=85076826057&partnerID=8YFLogxK
U2 - 10.13196/j.cims.2019.11.016
DO - 10.13196/j.cims.2019.11.016
M3 - 文章
AN - SCOPUS:85076826057
SN - 1006-5911
VL - 25
SP - 2863
EP - 2873
JO - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
JF - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
IS - 11
ER -