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Rice University
Department of Computer Science
presents
George Karakostas
Princeton University
Approximation Schemes for the Minimum Latency Tour
Abstract
The minimum latency tour problem (MLT), also known as the traveling
repairman problem, is a variant of the Traveling Salesperson
Problem (TSP) in which the starting node of the tour is given
and the goal is to minimize the sum of the arrival times at the
other nodes. This problem has been studied a lot by the Operations
Research community since it arises in many situations like
vehicle routing, network design etc. Since it is NP-complete for general
metrics, researchers have come up with approximation algorithms that
produce solutions *provably* within some factor from the optimum.
Karakostas presents a quasipolynomial-time approximation scheme for this problem
when the instance is a weighted tree and when the the nodes lie in
the Euclidean space of dimension d for a fixed d. In order to do this, he
proves a somewhat surprising connection between the MLT and the TSP.
This is joint work with Prof. Sanjeev Arora.
*If time permits, Karakostas will also discuss different assumptions the
systems research community makes about web traffic (e.g. the distribution
of a typical page request trace) and how one can exploit them. This
work is still in-progress with Prof's Dimitris Serpanos and Wayne Wolf.
Thursday, April 6 @ 4:00 in DH 1064
A reception will follow in DH 3076
Dr. Karakostas is a faculty candidate.
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