Discussion of the Doctorial thesis in the College of Computer Science and Mathematics -Department of (Department of Mathematics) entitled: “A New Formula of Nonlinear Optimization Techniques with Application” supervised by  Prof. Dr. Huda I. Ahmed The thesis addressed. This thesis aims the conjugate gradient method is one of the most prominent numerical methods used to solve nonlinear functions, especially those with large dimensions. It combines efficiency, rapid convergence, and simplicity of implementation, making it the preferred optimization method. This thesis focuses on developing the conjugate gradient method by deriving parameters to increase its numerical efficiency and convergence speed. A new conjugate [Read More]