MEUSE: an origin-destination matrix estimator that exploits structure M. Bierlaire and Ph.L. Toint Report 93/7 Keywords : OD matrix, optimization, parking surveys, transport modelling Abstract : This paper proposes an improvement of existing methods of origin-destination matrix estimation by an explicit use of data describing the structure of the matrix. These data can be namely obtained from parking surveys. The new model, called MEUSE, is applied on both academic and real examples, and the results are discussed. Comparisons with the results obtained with SATURN/ME2 and the generalized least-squares method are also presented.