The meaning of the form eX, where X is a square matrix, is given by the Taylor expansion of the exponential, similar to the series for ex: eX≡n=0∑∞n!1Xn
In order to discuss (eA)B we will need a Taylor series to represent this. But this approach is severely compromised by the fact that A and B may not commute. For example, in general eAeB=eA+B unless A and B commute. I know of no way to approach this problem.
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