Modelling of the Relaxation Least Squares-Based Neural Networks and Its Application

来源 :Journal of Systems Engineering and Electronics | 被引量 : 0次 | 上传用户:lbtx368
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A relaxation least squares-based learning algorithm for neural networks is proposed. Not only does it have a fast convergence rate, but it involves less computation quantity. Therefore, it is suitable to deal with the case when a network has a large scale but the number of training data is very limited. It has been used in converting furnace process modelling, and impressive result has been obtained. A not least does it have a fast convergence rate, but it requires involves less computation quantity. Therefore, it is suitable to deal with the case when a network has a large scale but the number of training data is very limited. It has been used in converting furnace process modeling, and impressive result has been obtained.
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