An Aggregation Degree Based PSO Algorithm

In order to improve the global searching ability of PSO, the weighted aggregation based on a redefined similarity is reconstructed to describe the degree of diversity of the population. The improved PSO also adjusts the particle searching space with an adaptive decision. The experimental analysis shows the effectiveness of the algorithm in terms of optimization ability, convergence speed and stability.