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This paper proposed an novel improved particle swarm optimizer (PSO) algorithm with global convergence performance. The global optimum position is unpredictable, so a random solution is introduced to the improved PSO as the best solution(Pg) in the end of every generation. The novel search strategy enables the improved PSO to make use of the uncertain information, in addition to experience, to achieve...
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