An exponent matrix is an matrix over satisfying (1) for all and (2) $a_{ij}+a_{jk}\geq a_{ik}i,j,k\in{1,\dots, n}$. In the present paper we study the set of all non-negative exponent matrices as an algebra with the operations of component-wise maximum and of component-wise addition. We provide a basis of the algebra and give a row and a column decompositions of a matrix with respect to this basis. This structure result determines all tiled orders over a fixed discrete valuation ring. We also study automorphisms of with respect to each of the operations and and prove that ${\rm Aut}(_n,, \odot ) = {\rm Aut}(_n,, \oplus ) = {\rm Aut}(_n,, \odot ,\oplus ,0) \simeq {}_n \times C_2,$

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