Wenjun Wang

Particle Swarm Optimization with Population Dynamics - Artificial Splitting, Extinction, and Migration

Many Particle Swarm Optimization (PSO) variants often fail to approach the global optimum due to complex fitness landscapes and/or the structural rigidity of these variants. We developed a novel framework named PSO-SEM, centered on macro-evolutionary population management. PSO-SEM introduces three landscape-driven oper...