We extend the error bounds from [SIMAX, Vol. 43, Iss. 2, pp. 787-811 (2022)] for the Lanczos method for matrix function approximation to the block algorithm. Numerical experiments suggest that our bounds are fairly robust to changing block size. Further experiments work towards a better understanding of how certain hyperparameters should be chosen in order to maximize the quality of the error bounds.
翻译:我们从[SIMAX, Vol. 43, Iss. 2, pp. 787-811 (2022) 中扩展了Lanczos 矩阵函数近似于区块算法的错误界限。数字实验表明,我们的界限对于改变区块大小相当坚固。进一步的实验有助于更好地了解如何选择某些超参数,以便最大限度地提高误差界限的质量。