November 30, 2010 Polynomials of graphs on surfaces Abstract. The Jones polynomial of links in 3-space is a specialization of the Tutte polynomial of corresponding plane graphs. There are several generalizations of the Tutte polynomial to graphs embedded into a surface. Some of them are related to the theory of virtual links. Although virtual link theory predicts some relations between these generalizations. I will report about the results obtained in this direction during my summer program "Knots and Graphs". In particular I will compare three polynomials of graphs on surfaces and a relative version of the Tutte polynomial of planar graphs. The first polynomial, defined by M.Las Vergnas, uses a strong map of the bond matroid of the dual graph to the circuit matroid of the original graph. The second polynomial is the Bollobas-Riordan polynomial of a ribbon graph, a straightforward generalization of the Tutte polynomial. The third polynomial, due V.Krushkal, is defined using the symplectic structure in the first homology group of the surface.