A note on the approximation of a minimum-weight maximal independent set

Authors
Citation
M. Demange, A note on the approximation of a minimum-weight maximal independent set, COMPUT OP A, 14(1), 1999, pp. 157-169
Citations number
16
Categorie Soggetti
Engineering Mathematics
Journal title
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
ISSN journal
09266003 → ACNP
Volume
14
Issue
1
Year of publication
1999
Pages
157 - 169
Database
ISI
SICI code
0926-6003(199907)14:1<157:ANOTAO>2.0.ZU;2-G
Abstract
We consider the polynomial approximation behavior of the problem of finding , in a graph with weighted vertices, a maximal independent set minimizing t he sum of the weights. In the spirit of a work of Halldorson dealing with t he unweighted case, we extend it and perform approximation hardness results by using a reduction from the minimum coloring problem. In particular, a c onsequence of our main result is that there does not exist any polynomial t ime algorithm approximating this problem within a ratio independent of the weights, unless P = NP. We bring also to the fore a very simple ratio rho g uaranteed by every algorithm while no polynomial time algorithm can guarant ee the ratio (1 - epsilon)rho. The known hardness results for the unweighte d case can be deduced. We finally discuss approximation results for both we ighted and unweighted cases: we perform an approximation ratio that is vali d for any algorithm for the former and propose an analysis of a greedy algo rithm for the latter.