BP网络的SPDS训练算法的鲁棒性

Robustness of SPDS algorithm for BP network

证明了作为BP网络的训练算法之一的SPDS算法在收敛的同时具有鲁棒性这一良好性质、实例也证明了SPDS算法较之BP算法在鲁棒性问题上有较大进步 .

Proves the SPDS algorithm, as training algorithm for BP network, has robustness while it converges. The numerical experiments also proves the great improvement in the robustness of the BP algorithm.