Zhen Li et al. 2025. Multi-objective Particle Swarm Optimization: A Survey of the State-of-the-art. Journal of Artificial Intelligence Research and Innovation. 1, 1 (Sep. 2025), 013–027. DOI:https://doi.org/10.29328/journal.jairi.1001003.