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34th Annual Symposium on Foundations of Computer Science (FOCS 1993)
Palo Alto, CA, USA
November 03-November 05
ISBN: 0-8186-4370-6
G. Kortsarz, Dept. of Appl. Math.&Comput. Sci., Weizmann Inst. of Sci., Rehovot, Israel
D. Peleg, Dept. of Appl. Math.&Comput. Sci., Weizmann Inst. of Sci., Rehovot, Israel
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/spl tilde/(n/sup 0.3885/). 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.
Index Terms:
weighted problem, dense subgraph, densest k-vertex subgraph, most edges, edges-to-vertices ratio, approximation algorithms, approximation ratio, unweighted graph problem, maximization problems
Citation:
G. Kortsarz, D. Peleg, "On choosing a dense subgraph," focs, pp.692-701, 34th Annual Symposium on Foundations of Computer Science (FOCS 1993), 1993
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