Keywords
Multi-objective optimisation (MOO), Marine Predators Algorithm (MPA), non-dominated, engineering structures. Tối ưu hóa đa mục tiêu, thuật toán MPA, phân loại phi vượt trội, kết cấu công trình.
How to Cite
VŨ HỮU, T. (2025). AN APPLICATION OF THE MARINE PREDATORS ALGORITHM FOR MULTI-OBJECTIVE OPTIMISATION PROBLEMS. Journal of Marine Science and Technology, 81(81), 50–58. Retrieved from http://jmst.vimaru.edu.vn/index.php/tckhcnhh/article/view/518
Abstract
This study introduces an effective optimization method for solving multi-objective optimization problems. The method is based on the Marine Predators Algorithm (MPA), initially developed by Faramarzi et al. in 2020. The MOMPA algorithm, proposed by Zhong and colleagues in 2021, extends MPA by incorporating two critical techniques: An Archive to store the Pareto solution set and a Selection Mechanism to identify the best predator from the Archive. In this research, the MOMPA algorithm is validated using eight benchmark multi-objective test problems and then applied to optimize structural engineering problems. All mathematical problems in this study were implemented and solved using MATLAB.