Random doubly stochastic matrices: The circular law

الأصل · EN

Let X be a matrix sampled uniformly from the set of doubly stochastic matrices of size n× n. We show that the empirical spectral distribution of the normalized matrix √n(X-EX) converges almost surely to the circular law. This confirms a conjecture of Chatterjee, Diaconis and Sly.