摘要
A traditional neural network was improved in two ways. An improved algorithm is associated into the network in order to enhance the optimization rate and predictability of the network. Two different methods were supplied to improve the generalization of the network. With this improved neural network, the properties of the AB_5-based hydrogen-storage alloys, the initial discharge capacity and capacity retention ratios after charge-discharge cycles, were predicted. A better prediction result was obtained by using the network.
A traditional neural network was improved in two ways. An improved algorithm is associated into the network in order to enhance the optimization rate and predictability of the network. Two different methods were supplied to improve the generalization of the network. With this improved neural network, the properties of the AB_5-based hydrogen-storage alloys, the initial discharge capacity and capacity retention ratios after charge-discharge cycles, were predicted. A better prediction result was obtained by using the network.
基金
NationalResearchFundforFundamentalKeyProject 973 (2 0 0 2CB2 1180 0 )
