Integer matrix diagonalization George Havas and Bohdan S. Majewski Abstract. We consider algorithms for computing the Smith normal form of integer matrices. Various different strategies have been proposed, primarily trying to avoid the major obstacle that occurs in such computations - explosive growth in size of intermediate entries. We present a new algorithm with excellent performance. We investigate the complexity of such computations, indicating relationships with NP-complete problems. We also describe new heuristics which perform well in practice. We present experimental evidence which shows our algorithm outperforming the previous methods.