Local Identification of Piecewise Deterministic Models of Genetic Networks
HSCC '09 Proceedings of the 12th International Conference on Hybrid Systems: Computation and Control
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Any nonsingular matrix has pth roots. One way to compute matrix pth roots is via a specialized version of Newton's method, but this iteration has poor convergence and stability properties in general. A Schur algorithm for computing a matrix pth root that generalizes methods of Björck and Hammarling [Linear Algebra Appl., 52/53 (1983), pp. 127--140] and Higham [Linear Algebra Appl., 88/89 (1987), pp. 405--430] for the square root is presented. The algorithm forms a Schur decomposition of A and computes a pth root of the (quasi-)triangular factor by a recursion. The backward error associated with the Schur method is examined, and the method is shown to have excellent numerical stability.