2 papers
cs.NE2025
An Adaptive Balance Search Based Complementary Heterogeneous Particle Swarm Optimization Architecture
Zhenxing Zhang, Tianxian Zhang, Xiangliang Xu
A series of modified cognitive-only particle swarm optimization (PSO) algorithms effectively mitigate premature convergence by constructing distinct vectors for different particles…
cs.NE2025
A Dual-Channel Particle Swarm Optimization Algorithm Based on Adaptive Balance Search
Zhenxing Zhang, Tianxian Zhang
The balance between exploration (Er) and exploitation (Ei) determines the generalization performance of the particle swarm optimization (PSO) algorithm on different problems. Altho…