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A Min-Max Algorithm for Solving the Linear Complementarity Problem

机译:求解线性互补问题的Min-Max算法

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The Linear Complementarity Problem LCP(M,q) is to find a vector x in IRn satisfying x0, Mx+q0 and xT(Mx+q)=0, where M as a matrix and q as a vector, are given data. In this paper we show that the linear complementarity problem is completely equivalent to finding the fixed point of the map x = max (0, (I-M)x-q); to find an approximation solution to the second problem, we propose an algorithm starting from any interval vector X(0) and generating a sequence of the interval vector (X(k))k=1 which converges to the exact solution of our linear complementarity problem. We close our paper with some examples which illustrate our theoretical results.
机译:线性互补问题LCP(M,q)是在IRn中找到满足x0,Mx + q0和xT(Mx + q)= 0的向量x,其中M为矩阵,q为向量。在本文中,我们证明了线性互补问题完全等同于找到映射的不动点x = max(0,(I-M)x-q);为了找到第二个问题的近似解,我们提出了一种算法,该算法从任意间隔向量X(0)开始并生成间隔向量(X(k))k = 1的序列,该序列收敛到我们线性互补性的精确解问题。本文以一些实例说明了我们的理论结果。

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