Title :
A Model Combined Fuzzy Optimum Theory with Analytical Hierarchy Process for Engineering Design
Author :
Zhang, Chi ; Song, Xumei ; Li, Wei
Author_Institution :
Dalian Univ. of Technol., Dalian
Abstract :
Engineering scheme optimization is of particular importance in the concept design process, which involves multiple objectives with uncertainty. Also, the objective set, used to evaluate and select the satisfying alternative, consists of many qualitative and quantitative factors. So it is a problem of semi-structured multi-objective decision making (SEMODM). This paper develops a framework and methodology for evaluation of engineering alternatives, where a fuzzy optimum model (FOM) is proposed to integrate the influence of each objective in the criteria set, and the analytical hierarchy process (AHP) is adopted to calculate the weight vector, which can mimic the decision maker´s experience and preference based on complementary pair wise comparisons. A case study is given to show the efficiency and robustness of the new framework and methodology.
Keywords :
decision making; design engineering; fuzzy set theory; optimisation; production management; analytical hierarchy process; concept design process; engineering design; engineering scheme optimization; fuzzy optimum model; fuzzy optimum theory; semistructured multi-objective decision making; Costs; Decision making; Design engineering; Fuzzy sets; Geology; Process design; Reliability engineering; Standards; Systems engineering and theory; Uncertainty;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.61