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基于动力系统的线性不等式组的解法 被引量:1

A NEW DYNAMICAL-SYSTEM METHOD FOR SOLVING LINEAR INEQUALITIES
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摘要 本文提出了一种新的求解线性不等式组可行解的方法-动力系统方法.假设线性不等式组的可行域为非空,在可行域的相对内域上建立一个非线性极值问题,根据对偶关系,得到一个对偶空间的无约束极值问题以及原始、对偶变量之间的简单线性映射关系,进而得到了一个结构简单的动力系统模型.文中主要讨论了动力系统的隐式格式,通过证明模型具有较好的计算稳定性.同时,在寻找不等式组可行解的过程中,定义了穿越方向,这样可以减少计算量.数值实验结果表明此算法是有效的. In this paper a new dynamical-system method for solving linear inequalities is presented. This method supposes that the feasible area of the linear inequalities is not empty, thus a nonlinear optimization problem is constructed on this non-empty area. Then, an unconstrained optimization problem and simple relation formula between original variable and dual variable are obtained according to the dual principle. A dynamical system modei of simple construction is obtained. In this paper an implied format is discussed and is proved to have a better stability of computing. During searching the feasible point, a new through direction is denned to decrease computing quantity. This method is proved effective by the numeral results.
出处 《系统科学与数学》 CSCD 北大核心 2004年第4期531-538,共8页 Journal of Systems Science and Mathematical Sciences
关键词 线性不等式组 可行解 对偶空间 线性映射 对偶关系 数值实验 动力系统方法 可行域 算法 约束 Linear inequalities, through direction, dynamical system.
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参考文献2

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同被引文献10

  • 1乌力吉,陈国庆.非线性互补问题的一种新的光滑价值函数及牛顿类算法[J].计算数学,2004,26(3):315-328. 被引量:9
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  • 3DIKIN I I.Solution of systems of equalities and inequalities by the method of interior points[J].Cybernetics and Systems Analysis,2004,40(4):625-628.
  • 4BAUSCHKE H H,BORWEIN J M.On the projection algorithms for solving convex feasibility problems[J].SIAM Review,1996,38:367-426.
  • 5HAN S P.Least squares solution of linear inequalities[R].Tech Rep TR2141,Mathematics Research Center,University of Wisconsin-Madison,1980.
  • 6BRAMLEY R,WINNICKA B.Solving linear inequalities in a least squares sense[J].SIAM Journal on Scientific Computing,1996,17(1):275-286.
  • 7XI YIN ZHENG,KUNG FUNG.Hoffman's least error bounds for systems of linear inequalities[J].Journal of Global Optimization,2004,30:391-403.
  • 8陈士俊,孙永广,吴宗鑫,顾阿伦.求解线性不等式组的仿射梯度算法[J].系统工程学报,2002,17(2):155-160. 被引量:5
  • 9张忠桢,唐小我.线性不等式组的一种新算法[J].电子科技大学学报,2002,31(6):642-647. 被引量:6
  • 10顾阿伦,孙永广,吴宗鑫,陈士俊.求解线性不等式组的一类无约束极值方法[J].清华大学学报(自然科学版),2002,42(12):1572-1575. 被引量:5

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