  Matrix game, which is also known as two person zero sum game, is a famous
model in game theory. There are some well established theories about it, such
as von Neumann minimax theorem. However, almost no literature have reported the
relationship between eigenvalue/eigenvector and properties of matrix game. In
this paper, we find such relation of some special matrices and try to extend
some conclusions to general matrix.
