Open access
Jul 2026
AutoPSO: A Meta-Framework for Automated Particle Swarm Optimization
Comprehensive experiments on numerical benchmarks and neuroevolution robotic control tasks demonstrate that AutoPSO consistently discovers novel PSO variants that significantly outperform strong baselines and confirm that AutoPSO achieves increasing performance gains with larger swarm sizes.
Xin-Meng Yu, Jiaxin Gao, Jianguo Zhang et al.
· IEEE Transactions on Evoluti... · 0 citations