Algorithm of Scattered Data Repairing Based on Neural Networks
This paper research the approaches of scattered data pretreatment in reverse engineering and surveys from process of data treatment and data repairing. The self-learning algorithm of the network architecture based on generalization ability has been developed, which can increase the precise of the model reconstructed and decrease the time of data treatment later.