Title :
The Simple Deterministic Equivalents of Fuzzy Random Inequality Based on Chance Measure
Author :
Wang, Hui ; Zhang, Hongtao ; Yin, Zhixiang
Author_Institution :
Sch. of Sci., Anhui Univ. of Sci. & Technol., Huainan, China
Abstract :
Many optimal fuzzy random decision making problems often involve fuzzy random inequalities in the constraints, which makes the process of optimization´s solution more complicatedly. How to transform fuzzy random inequalities to the simple equivalents, will be of great significance for simplifying the solution process. Based on the credibility measure, we discuss the problem that fuzzy random inequalities are converted into deterministic ones under the certain level of satisfaction measure. In the meantime, we give the chance measure´s expressive formula of deterministic equivalents when the random variable is normally distributes.
Keywords :
constraint handling; decision making; fuzzy set theory; statistical distributions; stochastic programming; chance measurement; credibility measurement; fuzzy random decision making; fuzzy random inequalities; optimization process; Constraint optimization; Constraint theory; Decision making; Extraterrestrial measurements; Linear programming; National electric code; Possibility theory; Probability distribution; Random variables; Stochastic processes; Chance measure; Credibility measure; Fuzzy random variable;
Conference_Titel :
Computational Science and Optimization (CSO), 2010 Third International Joint Conference on
Conference_Location :
Huangshan, Anhui
Print_ISBN :
978-1-4244-6812-6
Electronic_ISBN :
978-1-4244-6813-3
DOI :
10.1109/CSO.2010.224