Computing shortest paths with uncertainty

Abstract. We consider the problem of estimating the length of a shortest path in a DAG whose edge lengths are known only approximately but can be determined exactly at a cost. Initially, each edge e is known only to lie within an interval le;he ; the estimation algorithm can pay ce to nd the exact length of e. In particular, we study the problem of nding the cheapest set of edges such that, if exactly these edges are queried, the length of the shortest path will be known, within an additive  0 that is given as an input parameter. We study both the general problem and several special cases, and obtain both easiness and hardness approximation results.

• Type: Journal
• Year: 2007
• Where: JAL
• Authors: Tomás Feder, Rajeev Motwani, Liadan O'Callaghan, Chris Olston, Rina Panigrahy
• Keywords: Edge Lengths, Exact Length, JAL 2007, Shortest Path