Show that if the columns of Bare linearly dependent, then so are the columns of AB.

Short Answer

Expert verified

The columns of ABare linearly dependent.

Step by step solution

01

The columns of B are linearly dependent

When the columns of Bare linearly dependent, there exists a nonzero vector \(x\) such that \(Bx = 0\).

02

Show the columns of AB are linearly dependent

Therefore,

\(\begin{aligned}{l}A\left( {Bx} \right) = A \times 0\\\left( {AB} \right)x = 0\,\left( {By\,Associative\,law} \right)\end{aligned}\)

The columns of ABmust be linearly dependent since \(x\) is nonzero.

Thus, the columns of ABare linearly dependent.

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