Solution

ID: past-exam-of-the-mathematics-course-of-the-year-2-of-the-natural-sciences-course-of-the-university-of-cambridge/2001/paper-1/4/b/solution

The first three output components equal , while the fourth is . Hence
Its outputs have component sum zero, and applying to any such output leaves it fixed. Thus
The first three columns give a basis of the image of a linear map:
They are linearly independent because their first three coordinates are the standard basis. Their span is precisely the three-dimensional hyperplane .
Apply the Gram-Schmidt process. First . Subtracting the projection from gives , of length . Subtracting both preceding projections from gives , of length . Therefore an orthonormal basis is
Their pairwise dot products vanish and each has length one. Although this image admits an orthonormal basis, itself is an oblique projection: its kernel is the fourth coordinate axis, which is not perpendicular to the image, and .

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