The Minimum Latency Problem Is NP-Hard for Weighted Trees

In the minimum latency problem (MLP) we are given n points v1,..., vn and a distance d(vi, vj) between any pair of points. We have to find a tour, starting at v1 and visiting all points, for which the sum of arrival times is minimal. The arrival time at a point vi is the traveled distance from v1 to vi in the tour. The minimum latency problem is MAX-SNP-hard for general metric spaces, but the complexity for the problem where the metric is given by an edge-weighted tree has been a long-standing open problem. We show that the minimum latency problem is NP-hard for trees even with weights in {0, 1}.

[1]  Ian R. Webb,et al.  Depth-First Solutions for the Deliveryman Problem on Tree-Like Networks: An Evaluation Using a Permutation Model , 1996, Transp. Sci..

[2]  E. Minieka The delivery man problem on a tree network , 1990 .

[3]  Alfredo García,et al.  A note on the travelling repairman problem. , 2001 .

[4]  Naveen Garg,et al.  A 3-approximation for the minimum tree spanning k vertices , 1996, Proceedings of 37th Conference on Foundations of Computer Science.

[5]  David S. Johnson,et al.  Complexity Results for Multiprocessor Scheduling under Resource Constraints , 1975, SIAM J. Comput..

[6]  Teofilo F. Gonzalez,et al.  P-Complete Approximation Problems , 1976, J. ACM.

[7]  George Papageorgiou,et al.  The Complexity of the Travelling Repairman Problem , 1986, RAIRO Theor. Informatics Appl..

[8]  Bang Ye Wu,et al.  Polynomial time algorithms for some minimum latency problems , 2000, Inf. Process. Lett..

[9]  Madhu Sudan,et al.  The minimum latency problem , 1994, STOC '94.

[10]  Oded Berman,et al.  Sales-delivery man problems on treelike networks , 1995, Networks.

[11]  Papakonstantinou, The complexity of the travelling repairman problem, , .

[12]  Sanjeev Arora,et al.  A 2+epsilon approximation algorithm for the k-MST problem , 2000, SODA.

[13]  Jon M. Kleinberg,et al.  An improved approximation ratio for the minimum latency problem , 1996, SODA '96.

[14]  Tim Roughgarden,et al.  Approximate k-MSTs and k-Steiner trees via the primal-dual method and Lagrangean relaxation , 2001, Math. Program..

[15]  Jan Karel Lenstra,et al.  Computer-Aided Complexity Classification of Dial-a-Ride Problems , 2004, INFORMS J. Comput..

[16]  John N. Tsitsiklis,et al.  Special cases of traveling salesman and repairman problems with time windows , 1992, Networks.

[17]  David Simchi-Levi,et al.  Minimizing the Total Flow Time of n Jobs on a Network , 1991 .

[18]  Sanjeev Arora,et al.  Approximation schemes for minimum latency problems , 1999, STOC '99.

[19]  Giorgio Ausiello,et al.  On Salesmen, Repairmen, Spiders, and Other Traveling Agents , 2000, CIAC.

[20]  Mihalis Yannakakis,et al.  Searching a Fixed Graph , 1996, ICALP.