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A particle swarm optimization algorithm based on a diversity strategy. (Chinese. English summary) Zbl 1249.68224

Summary: A loss of particle swarm diversity in standard particle swarm optimization easily leads to the algorithm being trapped in a local optimum. This article proposes a solution called particle swarm diversity loss optimization algorithm. The strategy introduces an exclusive operation and enhances the search efficiency.

MSC:

68T20 Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.)
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