Use the Einstein summation convention, with repeated component indices summed. The following three expressions are listed separately below. For cyclic invariance of the trace,
(1)
where the middle equality commutes scalar entries, not the matrices themselves. If is invertible, this gives
(2)
This is similarity invariance of trace.

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