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计算机应用研究 2009
Training method of process neural networks based on hybrid quantum genetic algorithm
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Abstract:
Aiming at the problems that current learning algorithms of PNN were highly complex and sensitive to initial values,this paper presented a training method of PNN based on hybrid quantum genetic algorithm.This method transformed the training of PNN into the optimization solution of nonlinear equations,and used quantum bits to construct chromosomes which were coded with real number.Meanwhile,introduced was to implement local searching.The algorithm had the abilities of population search for quantum genetic alg...