【摘要】 结合子空间思想和Liu-Storey(LS)共轭梯度法,提出了求解大规模非负约束优化问题的可行共轭梯度算法,并分析了算法在Armijo型线性搜索下的全局收敛性.数值实例表明该算法是有效的.更多还原

【Abstract】 This paper proposed a feasible conjugate gradient algorithm for solving large-scale nonnegative constrained optimization problems by employing the subspace-projection strategy and the Liu-Storey(LS)conjugate gradient method and established its global convergence.Experimental result shows that the proposed algorithm is efficient.更多还原