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Suppose A is a 3 × 3 matrix and y is a vector in R3 such that the equationAx = y does not have a solution. Does there exist a vector z in R3 suchthat the equation Ax = z has a unique solution? Why?

Question

Suppose A is a 3 × 3 matrix and y is a vector in R3 such that the equationAx = y does not have a solution. Does there exist a vector z in R3 suchthat the equation Ax = z has a unique solution? Why?

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Solution

The statement "Ax = y does not have a solution" implies that y is not in the column space of A. The column space of a matrix A is the set of all possible linear combinations of its column vectors. In other words, y is not a linear combination of the columns of A.

Now, for the vector z in R3, the equation Ax = z to have a unique solution, z must be in the column space of A. This is because the solutions of the equation Ax = z are the vectors x for which Ax equals the vector in the column space of A that is equal to z.

Therefore, if y is not in the column space of A, it does not necessarily mean that there does not exist a vector z in R3 such that the equation Ax = z has a unique solution. There could exist such a vector z in the column space of A, and hence the equation Ax = z could have a unique solution.

This problem has been solved

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