Title :
Hasofer-Lind´s reliability based optimization for multiobjective fuzzy and stochastic design problem
Author :
Shih, C.J. ; Wang, C.S. ; Lin, Yuh-Yi
Author_Institution :
Dept. of Mech. Eng., Tamkang Univ., Tamsui, Taiwan
Abstract :
This paper introduces a design method using fuzzy logic to find the best stochastic design by maximizing Hasofer-Lind´s (H-L´s) reliability and simultaneously optimizing design goals. The H-L´s reliability of the system is represented by the shortest distance from the origin to the failure surface. The formulation of the problem involves random parameters and fuzzy probabilistic constraints. The objective weighting strategy in multiobjective fuzzy formulation is adopted to represent the importance among, the design goals. The paper presents the computation of H-L´s reliability index, the formulation of multiobjective fuzzy probabilistic constraints and the optimization process by an engineering design problem that has random loads and random parameters
Keywords :
design engineering; fuzzy logic; fuzzy set theory; minimisation; probability; random processes; reliability theory; Hasofer-Lind´s reliability based optimization; design goals; engineering design problem; fuzzy logic; fuzzy probabilistic constraints; multiobjective fuzzy optimisation; objective weighting strategy; random loads; random parameters; stochastic design problem; Constraint optimization; Design engineering; Design methodology; Design optimization; Logic design; Random variables; Reliability engineering; Safety; Stochastic processes; Uncertainty;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.619457