Modified Conjugate Gradient Algorithm with Proposed Conjugancy Coefficient

In this paper, we present modified conjugancy coefficient for the conjugate gradient method based on the (Liu and Storey) method to solve non-linear programming problems. We proved the sufficient descent and the global convergence properties for the proposed algorithm for three cases and we get very good numerical results especially for the large scale optimization problem.