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计算机应用 2007
Particle swarm optimization applied in the product component layout design
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Abstract:
This paper proposed a self-adapting algorithm using particle swarm optimization to deal with the constrained layout optimization problems. This algorithm based on component feature model, integrating human-computer interactive technique into Particle Swarm Optimization (PSO), can solve the problem more efficiently. And the effectiveness of this method is verified in the layout problem of cell-phone components. Theoretical and case analysis show that this improved algorithm can create multiple layout schemes of cell-phone components quickly and efficiently.