TY - GEN
T1 - Polynomial Integrality Gap of Flow LP for Directed Steiner Tree
AU - Li, Shi
AU - Laekhanukit, Bundit
N1 - Publisher Copyright:
Copyright © 2022 by SIAM.
PY - 2022
Y1 - 2022
N2 - In the Directed Steiner Tree (DST) problem, we are given a directed graph G = (V, E) on n vertices with edge-costs , a root vertex r, and a set K of k terminals. The goal is to find a minimum-cost subgraph of G that contains a path from r to every terminal t ? k. DST has been a notorious problem for decades as there is a large gap between the best-known polynomial-time approximation ratio of O(k?) for any constant ? > 0, and the best quasi-polynomial-time approximation ratio of . Towards understanding this gap, we study the integrality gap of the standard flow LP relaxation for the problem. We show that the LP has an integrality gap polynomial in n. Previously, the integrality gap LP is only known to be [Halperin et al., SODA'03 & SIAM J. Comput.] and [Zosin-Khuller, SODA'02] in some instance with . Our result gives the first known lower bound on the integrality gap of this standard LP that is polynomial in n, the number of vertices. Consequently, we rule out the possibility of developing a poly-logarithmic approximation algorithm for the problem based on the flow LP relaxation.
AB - In the Directed Steiner Tree (DST) problem, we are given a directed graph G = (V, E) on n vertices with edge-costs , a root vertex r, and a set K of k terminals. The goal is to find a minimum-cost subgraph of G that contains a path from r to every terminal t ? k. DST has been a notorious problem for decades as there is a large gap between the best-known polynomial-time approximation ratio of O(k?) for any constant ? > 0, and the best quasi-polynomial-time approximation ratio of . Towards understanding this gap, we study the integrality gap of the standard flow LP relaxation for the problem. We show that the LP has an integrality gap polynomial in n. Previously, the integrality gap LP is only known to be [Halperin et al., SODA'03 & SIAM J. Comput.] and [Zosin-Khuller, SODA'02] in some instance with . Our result gives the first known lower bound on the integrality gap of this standard LP that is polynomial in n, the number of vertices. Consequently, we rule out the possibility of developing a poly-logarithmic approximation algorithm for the problem based on the flow LP relaxation.
UR - https://www.scopus.com/pages/publications/85130048435
M3 - Conference contribution
AN - SCOPUS:85130048435
T3 - Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms
SP - 3230
EP - 3236
BT - ACM-SIAM Symposium on Discrete Algorithms, SODA 2022
PB - Association for Computing Machinery
T2 - 33rd Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2022
Y2 - 9 January 2022 through 12 January 2022
ER -