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解线性规划问题的梯度投影法
GRADIENT PROJECTION METHOD FOR LINEAR PROGRAMMING
【摘要】 本文叙述了一个求解线性规划问题的梯度投影法,导出了投影矩阵的递推公式,利用此公式可大大减少每次迭代所需的计算量。实例计算表明,本文给出的算法是一有效的算法,在某些方面它要优于Karmarkar算法和单纯形法。
【Abstract】 This paper presents a new method for linear programming which uses the gradient projection method for nonlinear programming. A formula for updating the projected matrices on each iteration is derived. With this formula, computational effort is greatly reduced. Numerical results indicate that the new method is very practicable, and that it is superior to Karmarkar’s algorithm and to the simplex method in some ways.
【关键词】 线性规划;
梯度投影法;
单纯形法;
全局收敛性;
【Key words】 Linear Programming; Gradient Projection Method; Simplex Method; Global Convergence.;
【Key words】 Linear Programming; Gradient Projection Method; Simplex Method; Global Convergence.;
- 【文献出处】 高校应用数学学报A辑(中文版) ,Applied Mathematics A Journal of Chinese Universities , 编辑部邮箱 ,1993年02期
- 【被引频次】4
- 【下载频次】209