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以三层BP网络为例,讨论了人工神经网络面向对象的程序设计方法,给出了程序设计流程,在VisualBasic6.0语言环境下编制了BP算法程序。以解决异或问题为例,给出了BP算法动态演化过程的训练调试界面。可直接应用于BP网络的实际应用中,亦可用于BP网络的教学过程。
Taking the three-layer BP network as an example, the object-oriented programming method of artificial neural network is discussed, and the program design flow is given. The BP algorithm program is compiled in Visual Basic 6.0 environment. Taking the solution of XOR problems as an example, the training and debugging interface of dynamic evolution of BP algorithm is given. It can be directly applied in the practical application of BP network and can also be used in the teaching process of BP network.