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模糊关系二次规划问题的全局最优解
The Global Optimal Solutions for Fuzzy Relation Quadratic Programming
【摘要】 研究了一类目标函数为二次函数,约束是模糊关系方程的模糊关系二次规划问题,这是一类复杂的非凸最优化问题。首先,我们阐述了该类规划可行集的结构。其次,针对目标函数的不同情况给出了求全局最优解的算法。最后通过几个数值例子验证了算法的有效性。
【Abstract】 In this paper, the fuzzy relation quadratic programming with quadratic objective function and fuzzy relation equation constraint is presented, it is a kind of complicated nonconvex optimization problems. Firstly, the structure of feasible set is described. Secondly, the algorithm of solving globa optimal solutionis given based on the difference of objective functions. Finally, several numerical examples are given to verify the validity of the algorithm.
【关键词】 模糊关系方程;
二次函数;
可行集;
模糊关系二次规划;
全局最优解;
【Key words】 Fuzzy Relation Equation; Quadratic Function; Feasible Set; Fuzzy Relation Quadratic Programming; Global Optimal Solution;
【Key words】 Fuzzy Relation Equation; Quadratic Function; Feasible Set; Fuzzy Relation Quadratic Programming; Global Optimal Solution;
【基金】 国家自然科学基金资助项目(70771030);沈阳农业大学博士后基金资助项目
- 【文献出处】 模糊系统与数学 ,Fuzzy Systems and Mathematics , 编辑部邮箱 ,2013年06期
- 【分类号】O221;O159
- 【被引频次】5
- 【下载频次】95