Title :
On choosing a dense subgraph
Author :
Kortsarz, Guy ; Peleg, David
Author_Institution :
Dept. of Appl. Math. & Comput. Sci., Weizmann Inst. of Sci., Rehovot, Israel
Abstract :
This paper concerns the problem of computing the densest k-vertex subgraph of a given graph, namely, the subgraph with the most edges, or with the highest edges-to-vertices ratio. A sequence of approximation algorithms is developed for the problem, with each step yielding a better ratio at the cost of a more complicated solution. The approximation ratio of our final algorithm is O˜(n0.3885). We also present a method for converting an approximation algorithm for an unweighted graph problem (from a specific class of maximization problems) into one for the corresponding weighted problem, and apply it to the densest subgraph problem
Keywords :
approximation theory; graph theory; optimisation; approximation algorithms; approximation ratio; dense subgraph; densest k-vertex subgraph; edges-to-vertices ratio; maximization problems; most edges; unweighted graph problem; weighted problem; Approximation algorithms; Computer science; Costs; Density measurement; Engineering profession; Mathematics; Polynomials; Topology;
Conference_Titel :
Foundations of Computer Science, 1993. Proceedings., 34th Annual Symposium on
Conference_Location :
Palo Alto, CA
Print_ISBN :
0-8186-4370-6
DOI :
10.1109/SFCS.1993.366818