TY - GEN
T1 - Improved approximations for shallow-light spanning trees
AU - Naor, Joseph
AU - Schieber, Baruch
PY - 1997
Y1 - 1997
N2 - We consider the bicriteria optimization problem of computing a shallow-light tree. Given a directed graph with two unrelated cost functions defined on its edges: weight and length, and a designated root vertex, the goal is to find a minimum weight spanning tree such that the path lengths from its root to the rest of the vertices are bounded. This problem has several applications in network and VLSI design, and information retrieval. We give a polynomial time algorithm for finding a spanning tree whose weight is O(log |V|) times the weight of an optimal shallow-light tree, where the path lengths from the root to the rest of the vertices are at most twice the given bounds. We extend our technique to handle two variants of the problem: one in which the length bound is given on the average length of a path from the root to a vertex, and another tricriteria budgeted version. Our paper provides the first non-trivial approximation factors for directed graphs, and improves on previous results for undirected graphs.
AB - We consider the bicriteria optimization problem of computing a shallow-light tree. Given a directed graph with two unrelated cost functions defined on its edges: weight and length, and a designated root vertex, the goal is to find a minimum weight spanning tree such that the path lengths from its root to the rest of the vertices are bounded. This problem has several applications in network and VLSI design, and information retrieval. We give a polynomial time algorithm for finding a spanning tree whose weight is O(log |V|) times the weight of an optimal shallow-light tree, where the path lengths from the root to the rest of the vertices are at most twice the given bounds. We extend our technique to handle two variants of the problem: one in which the length bound is given on the average length of a path from the root to a vertex, and another tricriteria budgeted version. Our paper provides the first non-trivial approximation factors for directed graphs, and improves on previous results for undirected graphs.
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U2 - 10.1109/SFCS.1997.646142
DO - 10.1109/SFCS.1997.646142
M3 - Conference contribution
AN - SCOPUS:0031352177
SN - 0818681977
T3 - Annual Symposium on Foundations of Computer Science - Proceedings
SP - 536
EP - 541
BT - Annual Symposium on Foundations of Computer Science - Proceedings
T2 - Proceedings of the 1997 38th IEEE Annual Symposium on Foundations of Computer Science
Y2 - 20 October 1997 through 22 October 1997
ER -