量子进化算法在BP网络模型优化中的应用

BP网络的研究多年来主要集中于网络的结构与参数优化上,却忽略了对训练过的BP网络模型本身的优化.针对上述问题,提出了一种解决BP网络模型优化的量子进化算法.通过裙座锻造结构参数优化设计实例,表明量子进化算法较好地实现了BP网络模型的优化设计,可有效解决实际工程的优化问题.

Application of Immunity Genetic Algorithm in BP Network Model Optimization

For many years it has been concentrated mainly to the BP network research in the network structure and the parameter optimization and it has been neglected actually to have trained the BP network model itself optimization. In view of the above question, it is put forward using the Quantum evolutionary algorithm to solve the BP network model to optimize. Through the skirt place forging structure parameter optimization design example, it is indicated that the immunity genetic algorithm has realized the BP network model optimized design well, but effective solving actual project optimized question.