Ali, S.K. and Ameen, A.A. 2025. A Performance-Driven Enhancement of the Mud Ring Algorithm for Global Optimization Challenges. Kurdistan Journal of Applied Research. 10, 2 (Oct. 2025), 178–211. DOI:https://doi.org/10.24017/science.2025.2.13.