The aim of this dissertation is introduce and study the max algebra and it i equivalance version max plus algebra. We give several fundamental results of spectral theory in max algebra. This includes the description of the spectrum of a given nonnegative matrix in max algebra with local spectral radii, the spectral theorem and the spectral mapping theorem. This methods enable us to obtain some related results for the usual spectrum of a complex matrix in linear algebra.
