A novel gene regulatory network construction method based on singular value decomposition

Singular value decomposition method was introduced to calculate the network based on the improved decomposed weighted value differential equation model. Differently from the existing singular value decomposition model used for getting final network, the singular value decomposition method was used to get the solution set. The algorithm for simulation data and the real data were tested and compared with other algorithms. The results show that the proposed algorithm has high precision.