We describe here the new concept of $ε$-Homomorphisms of Probabilistic Regulatory Gene Networks(PRN). The $ε$-homomorphisms are special mappings between two probabilistic networks, that consider the algebraic action of the iteration of functions and the probabilistic dynamic of the two networks. It is proved here that the class of PRN, together with the homomorphisms, form a category with products and coproducts. Projections are special homomorphisms, induced by invariant subnetworks. Here, it is proved that an $ε$-homomorphism for 0

8 pages, 2 figures, International Congress of Matematicians, to be published in Proceedings of the Fifth International Conference on Engineering Computational Technology, 2006, Las Palmas, Gran Canaria