考虑松弛问题的0-1随机模糊规划问题的有效求解方法

T. Hasuike, H. Ishii, H. Katagiri
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引用次数: 4

摘要

本文考虑了一个一般的0-1随机模糊规划问题,它包含了一些以前的0-1随机和模糊规划问题。提案问题由于包含随机模糊变量而不是一个定义良好的问题。因此,通过对目标函数引入机会约束和模糊目标,并考虑目标函数值满足模糊目标的可能性最大,将主要问题转化为确定性等价问题。在此基础上,利用随机变量按正态分布的假设,将该问题等效转化为一个基本的0-1规划问题,构造了求最优解的高效严格解方法。
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An Efficient Solution Method for 0-1 Random Fuzzy Programming Problems Considering the Relaxation Problems
This paper considers a general 0-1 random fuzzy programming problem including some previous 0-1 stochastic and fuzzy programming problems. The proposal problem is not a well-defined problem due to including random fuzzy variables. Therefore, by introducing chance constraint and fuzzy goal for objective function and considering the maximi- zation for the degrees of possibility that the objective function value satisfies the fuzzy goal, main problem is transformed into a deterministic equivalent problem. Furthermore, by using the assumption that each random variable is distributed ac- cording to a normal distribution, the problem is equivalently transformed into a basic 0-1 programming problem, and the efficient strict solution method to find an optimal solution is constructed.
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