Evaluating matrix power series with the Cayley-Hamilton theorem

Tobias Rindlisbacher
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Abstract

The Cayley-Hamilton theorem is used to implement an iterative process for the efficient numerical computation of matrix power series and their differentials. In addition to straight-forward applications in lattice gauge theory simulations e.g. to reduce the computational cost of smearing, the method can also be used to simplify the evaluation of SU(N) one-link integrals or the computation of SU(N) matrix logarithms.
用 Cayley-Hamilton 定理评估矩阵幂级数
除了直接应用于晶格规理论模拟(如降低涂抹的计算成本),该方法还可用于简化 SU(N) 单链积分的求值或 SU(N) 矩阵对数的计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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