On the use of an inverse shortest paths algorithm for recovering linearly correlated costs

This paper considers the inverse shortest paths problem where arc costs are subject to correlation constraints. The motivation for this research arises from applications in traffic modelling and seismic tomography. A new method is proposed for solving this class of problems. It is constructed as a generalization of the algorithm presented in Burton and Toint for uncorrelated inverse shortest paths. Preliminary numerical experience with the new method is presented and discussed.