Generalized submodular cover problems and applications

The greedy approach has been successfully applied in the past to produce logarithmic ratio approximations to NP-hard problems under certain conditions. The problems for which these conditions hold are known as submodular cover problems. The current paper 3 3 A preliminary version of this paper has appeared as an extended abstract in Proc. 4th Israel Symp. on the Theory of Computing and Systems, Jerusalem, Israel, June 1996. extends the applicability of the greedy approach to wider classes of problems. The usefulness of our extensions is illustrated by giving new approximate solutions for two different types of problems. The first problem is that of finding the spanning tree of minimum weight among those whose diameter is bounded by D. A logarithmic ratio approximation algorithm is given for the cases of D=4 and 5. This approximation ratio is also proved to be the best possible, unless P=NP. The second type involves some (known and new) center selection problems, for which new logarithmic ratio approximation algorithms are given. Again, it is shown that the ratio must be at least logarithmic unless P=NP.

Authors

• Judit Bar-Ilan
• Guy Kortsarz
• David Peleg

Keywords

• NP-hard problems
• Greedy approximation
• Submodular covers