The inverse shortest paths problem with upper bounds on shortest paths costs. D. Burton, W. R. Pulleyblank, Ph. L. Toint Report 93-3 Abstract. We examine the computational complexity of the inverse shortest paths problem with upper bounds on shortest path costs, and prove that obtaining a globally optimum solution to this problem is NP-complete. An algorithm for finding a locally optimum solution is proposed, discussed and tested.