Computation of the von Neumann entropy of large matrices via trace estimators and rational Krylov methods

Michele Benzi, Michele Rinelli, Igor Simunec

We consider the problem of approximating the von Neumann entropy of a large, sparse, symmetric positive semidefinite matrix $A$, defined as $\mathrm{tr}(f(A))$ where $f(x)=-x…