Probability Diffused Particle Swarm Optimization

@article{Qin2009ProbabilityDP,
  title={Probability Diffused Particle Swarm Optimization},
  author={Qiuyan Qin and Zhihua Cui and Jianchao Zeng},
  journal={2009 Ninth International Conference on Hybrid Intelligent Systems},
  year={2009},
  volume={1},
  pages={405-410}
}
Premature convergence is a major problem of Particle Swarm Optimization (PSO).Although many strategies have been proposed, there is still some work needed to do in high-dimensional cases. To overcome this shortcoming, a diffused velocity update equation is designed aiming to improve the population diversity with a probability threshold. Simulation results… CONTINUE READING