Abstract
A multi-scale cooperative searching simplified PSO (MSPSO) was put forward to avoid the standard PSO (SPSO) premature, which was put forward by simulating ants working cooperatively in nature. Its particles trajectories were analyzed and its convergence was proved. The numerical experiment indicates that the MSPSO has better searching performance, especially in solving the higher dimensional optimization problems.
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