Question: Let A be an m x n matrix with singular value decomposition UVT. Show that for any vector x Rn n ||x|| ||Ax||2

Let A be an m x n matrix with singular value decomposition U∑VT. Show that for any vector x ∈ Rn
σn ||x|| ≤ ||Ax||2 ≤ σl||x||2

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