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Orthogonal basis to find matrix

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I think matrix A is created by the given vectors (1,0,1) and (0,1,-2) in this case.
The material is from Orthogonal Bases. Please explain each step of your solution.

Construct the matrix proj(v)....

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This shows how to construct a given matrix using an orthogonal basis.

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