Pseudo-Polynomial Time Algorithm for Computing Moments of Polynomials in Free Semicircular Elements

We consider about calculating $M$th moments of a given polynomial in free independent semicircular elements in free probability theory. By a naive approach, this calculation requires exponential time with respect to $M$. We explicitly give an algorithm for calculating them in polynomial time by rearranging Sch"utzenberger’s algorithm.