Title
On The Approximability Of Reachability-Preserving Network Orientations
Abstract
We introduce a graph-orientation problem arising in the study of biological networks. Given an undirected graph and a list of ordered source-target vertex pairs, the goal is to orient the graph such that a maximum number of pairs admit a directed source-to-target path. We study the complexity and approximability of this problem. We show that the problem is NP-hard even on star graphs and hard to approximate to within some constant factor. On the positive side, we provide an O(log log n/log n) factor approximation algorithm for the problem on n-vertex graphs. We further show that for any instance of the problem there exists an orientation of the input graph that satisfies a logarithmic fraction of all pairs and that this bound is tight up to a constant factor. Our techniques also lead to constant-factor approximation algorithms for some restricted variants of the problem.
Year
DOI
Venue
2011
10.1080/15427951.2011.604554
INTERNET MATHEMATICS
Keywords
Field
DocType
biological network,satisfiability,star graph
Block graph,Discrete mathematics,Combinatorics,Comparability graph,Graph property,Vertex cover,Pathwidth,Longest path problem,Feedback arc set,Mathematics,Feedback vertex set
Journal
Volume
Issue
ISSN
7
4
1542-7951
Citations 
PageRank 
References 
4
0.49
11
Authors
8
Name
Order
Citations
PageRank
Michael Elberfeld111510.63
Vineet Bafna21967226.80
Iftah Gamzu314616.34
Alexander Medvedovsky4251.63
Danny Segev523317.05
Dana Silverbush6112.42
Uri Zwick73586257.02
Roded Sharan82792186.61