If the trace of AB is 25 then the trace of BA is
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Let's write the trace in a more convenient way. We have:
Aei=⎡⎣⎢⎢a11⋮an1⋯⋱⋯a1n⋮ann⎤⎦⎥⎥⎡⎣⎢⎢⎢⎢⎢⎢⎢⎢0⋮1⋮0⎤⎦⎥⎥⎥⎥⎥⎥⎥⎥=⎡⎣⎢⎢ai1⋮ain⎤⎦⎥⎥,
where the 1 is in the i-th entry. This way:
⟨ei,Aei⟩=etiAei=aii.
So tr(A)=∑iaii. Now: (AB)ij=∑kaikbkj, and:
tr(AB)=∑i∑kaikbki.
On the other hand, (BA)ij=∑kbikakj. So:
tr(BA)=∑i∑kbikaki.
They are the same quantity, up to renaming indices (i↔k)
Step-by-step explanation:
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