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(Av,v)=1 implies A=Identity matrix

Source: VJIMC 2024, Category 2, Problem 2

April 14, 2024
linear algebraMatricesmatrix

Problem Statement

Here is a problem we (me and my colleagues) suggested and was given at the competition this year. The problem statement is very natural and short. However, we have not seen such a problem before.
A real 2024×20242024 \times 2024 matrix AA is called nice if (Av,v)=1(Av, v) = 1 for every vector vR2024v\in \mathbb{R}^{2024} with unit norm. a) Prove that the only nice matrix such that all of its eigenvalues are real is the identity matrix. b) Find an example of a nice non-identity matrix