 M-matrices also occur in the study of solutions to linear complementarity problem.Linear complementarity problems arise in linear and quadratic programming, computational mechanics, and in the problem of finding equilibrium point of a bimatrix game.Lastly, M-matrices occur in the study of finite Markov chains in the field of probability theory and operations research like queuing theory.