Discussion of the Doctorial thesis in the College of Computer Science and Mathematics -Department of (Department of Mathematics) entitled: The Accelerated Conjugate Gradient Method with New Parameters for Unconstrained Optimization Problems supervised by  Prof. Dr. Ghada Moayid Rasheed AL-Naemi The thesis addressed. This thesis aims to develop novel parameters in the field of numerical optimization, focusing on gradient algorithms, to improve the theoretical efficiency and numerical performance of unconstrained optimization problems, particularly large-scale problems. A set of proposed parameters was derived using various formulas, including the low-memory BFGS method, 𝜂𝑛−1 derivation, spectral parameters, and binomial conjugate gradient algorithms. These parameters underwent [Read More]