The Department of Computer Science discussed the tagged master's thesis Improving the Gray wolf Optimization Algorithm For Solving Up-Hard Master's student, Mohamed Hamid Hashem, computer science / artificial intelligence, in the discussion room in the building of the extension of the Department of Computer Science. This thesis proposes a proposed version of the GWO called the Gray Wolf algorithm developed with local and global exploration agents, where the results confirm the remarkable improvements achieved by the improved GWO across the three tasks of collection, auditing and regression, which supports its superiority over the original GWO algorithm in terms of performance. The discussion committee consisted of Prof. Dr. Rana Farid Ghani as Chairman, with membership as Prof. Dr. Mustafa Salam Kazem, Prof. Dr. Mustafa Jassim, and Prof. Dr. Hassanein Samir Abdullah as member and supervisor, and Prof. Dr. Khalil Ibrahim as member and supervisor. .