Shaban, A.A. et al. 2025. Metaheuristic algorithms for complex optimization: a critical review of foundations, hybrid strategies, and surrogate modeling. International Journal of Information Technology & Computer Engineering . 5, 2 (Nov. 2025), 28–46. DOI:https://doi.org/10.55529/ijitc.52.28.46.