1. Greedy splitting algorithms for approximating multiway partition problems.
- Author
-
Zhao, Liang, Nagamochi, Hiroshi, and Ibaraki, Toshihide
- Subjects
- *
SPLITTING extrapolation method , *ALGORITHMS , *PARTITIONS (Mathematics) , *HYPERGRAPHS , *APPROXIMATION theory - Abstract
Given a system (V,T,f,k), whereVis a finite set,is a submodular function andk=2 is an integer, the generalmultiway partition problem(MPP) asks to find ak-partition={V1,V2,...,V k} ofVthat satisfiesfor alliand minimizesf(V1)+f(V2)+···+f(V k), whereis ak-partition ofhold. MPP formulation captures a generalization in submodular systems of many NP-hard problems such ask-way cut,multiterminal cut,target splitand their generalizations in hypergraphs. This paper presents a simple and unified framework for developing and analyzing approximation algorithms for various MPPs. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF