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Guido Li
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Expectation value of random GUE matrix

Let $A$ be a matrix of the Gaussian unitary ensemble (GUE) and $v_1,v_2$ be two orthonormal vectors.

I wonder if one can compute (or at least get a non-trivial lower bound on) the expectation value

$$\mathbf E\sqrt{4\langle Av_1,v_2 \rangle^2 + (\langle Av_1,v_1 \rangle-\langle Av_2,v_2 \rangle)^2}.$$

We can choose a unitary $U$ such that $Ue_1=v_1$ and $U e_2 = v_2$ then we have

$$\mathbf E\sqrt{4\langle U^*AUe_1,e_2 \rangle^2 + (\langle U^*AUe_1,e_1 \rangle-\langle U^*AUe_2,e_2 \rangle)^2}.$$

Since the GUE is invariant under unitaries, this implies we have to compute (estimate from below)

$$\mathbf E\sqrt{4a_{12}^2 + (a_{11}-a_{22})^2},$$

where $a_{ij}$ are the matrix entries of $A.$

Guido Li
  • 73
  • 1
  • 14