Title :
ANN-driven fuzzy reasoning model of product green attributes
Author :
Zhifeng, Liu ; Xueping, Liu ; Guangfu, Liu
Author_Institution :
Hefei Univ. of Technol., China
Abstract :
According to expert judgement, the main influencing factors on product green attributes are obtained by the analytic hierarchy process (AHP) in the paper. An ANN-driven fuzzy reasoning model of product green attributes is developed. The results of the relation between product green attributes and its influencing factors obtained from experts are used as sample set and the ANN can be trained by the sample set. The expert´s idea can been refined from the model by the trained system so as to use it to assess product green attributes. An example is given in the paper and a good result is achieved in material attribute assessment
Keywords :
design for environment; fuzzy logic; inference mechanisms; neural nets; product development; ANN-driven fuzzy reasoning model; analytic hierarchy process; expert judgement; influencing factors; material attribute assessment; product green attributes; Fuzzy reasoning; Refining;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.859936
