Discrete Particle Swarm Optimization with Chaotic Initialization

@article{Lu2009DiscretePS,
  title={Discrete Particle Swarm Optimization with Chaotic Initialization},
  author={Qiang Lu and Qing-He Xu and Xue-Na Qiu},
  journal={2009 3rd International Conference on Bioinformatics and Biomedical Engineering},
  year={2009},
  pages={1-4}
}
A discrete particle swarm algorithm with chaotic initialization (DPSO-CI) is proposed for solving the combinational optimization problems, such as knapsack. The presented algorithm mainly employs the chaotic idea and pheromone mechanism used by ant colony algorithm. There are two reasons for using the ideas. To start with, the information existing in populations can be fully shared. Further, the initial solutions will not be gathered due to using chaotic method. At a matter of fact, swarm… CONTINUE READING
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