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Description: The introduction of particle swarm algorithm is essential, super detailed.
In the global version of the standard particle swarm algorithm, the speed of each particle is updated based on two factors. These two factors are: 1. Particle's own historical optimal value pi. 2. The global optimum pg of the particle population. If you change the particle velocity update formula, let each particle's velocity update be updated according to the following two factors, A. Particle's own historical optimal value pi. B. The optimal value of the particle pnk in the particle neighborhood. The rest remains the same as the global version of the standard particle swarm algorithm. This algorithm becomes a local version of the particle swarm algorithm.
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Filename | Size | Date |
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psoSVM.m | 3862 | 2010-04-07 |