TY - JOUR
T1 - 基于设计理性的群体一致性产品方案决策方法
AU - Chen, Ying
AU - Jing, Shikai
AU - Wang, Yedong
N1 - Publisher Copyright:
© 2018, Beijing China Science Journal Publishing Co. Ltd. All right reserved.
PY - 2018/7/1
Y1 - 2018/7/1
N2 - In order to combine the process of alternatives obtaining with the process of decision making in product design and development, a method for product scheme decision making of group consensus based on design rationale is proposed. Firstly, through the extraction of text information and numerical information, the design intention can be transformed into feature vector, and the design rationale corresponding to the design intention with higher similarity of design problem is chosen as the alternative design scheme. Then, decision makers use intuitionistic fuzzy sets to evaluate the alternatives, calculate the similarity between individual and group decisions, and uses consistency thresholds to measure whether decisions reach consensus levels. Finally, the generalized inductive fuzzy ordered weighted averaging operator is used to aggregate the expert decisions, and the comprehensive evaluation results of these schemes are obtained. In the design of a certain type of welding clamp arm as an example was used to verify the accuracy and effectiveness of the proposed method.
AB - In order to combine the process of alternatives obtaining with the process of decision making in product design and development, a method for product scheme decision making of group consensus based on design rationale is proposed. Firstly, through the extraction of text information and numerical information, the design intention can be transformed into feature vector, and the design rationale corresponding to the design intention with higher similarity of design problem is chosen as the alternative design scheme. Then, decision makers use intuitionistic fuzzy sets to evaluate the alternatives, calculate the similarity between individual and group decisions, and uses consistency thresholds to measure whether decisions reach consensus levels. Finally, the generalized inductive fuzzy ordered weighted averaging operator is used to aggregate the expert decisions, and the comprehensive evaluation results of these schemes are obtained. In the design of a certain type of welding clamp arm as an example was used to verify the accuracy and effectiveness of the proposed method.
KW - Design rationale
KW - Group consensus
KW - Multi-attribute group decision making
KW - Product design decision
UR - http://www.scopus.com/inward/record.url?scp=85053935610&partnerID=8YFLogxK
U2 - 10.3724/SP.J.1089.2018.16739
DO - 10.3724/SP.J.1089.2018.16739
M3 - 文章
AN - SCOPUS:85053935610
SN - 1003-9775
VL - 30
SP - 1356
EP - 1365
JO - Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics
JF - Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics
IS - 7
ER -