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Differential approximation algorithms for some combinatorial optimization problems. (English) Zbl 0912.68061

Summary: We use a new approximation measure, the differential approximation ratio, to derive polynomial-time approximation algorithms for minimum set covering (for both weighted and unweighted cases), minimum graph coloring and bin-packing. We also propose differential-approximation-ratio preserving reductions linking minimum coloring, minimum vertex covering by cliques, minimum edge covering by cliques and minimum edge covering of a bipartite graph by complete bipartite graphs.

MSC:

68W10 Parallel algorithms in computer science
Full Text: DOI

References:

[1] Arora, S.; Lund, C.; Motwani, R.; Sudan, M.; Szegedy, M., Proof verification and intractability of approximation problems, (Proc. FOCS’92 (1992)), 14-23 · Zbl 0977.68539
[2] Ausiello, G.; D’Atri, A.; Protasi, M., Structure preserving reductions among convex optimization problems, J. Comput. System Sci., 21, 136-153 (1980) · Zbl 0441.68049
[3] Blum, A., New approximation algorithms for graph coloring, J. ACM, 41, 3, 470-516 (1994) · Zbl 0821.68092
[4] Brooks, R. L., On coloring the nodes of a network, (Proc. Cambridge Philos. Soc., 37 (1941)), 194-197 · Zbl 0027.26403
[5] Chvátal, V., A greedy — heuristic for the set covering problem, Math. Oper. Res., 4, 233-235 (1979) · Zbl 0443.90066
[6] Demange, M.; Grisoni, P.; Paschos, V. Th., Approximation results for the minimum graph coloring problem, Inform. Process. Lett., 50, 19-23 (1994) · Zbl 0806.68085
[7] Demange, M.; Paschos, V. Th., On an approximation measure founded on the links between optimization and polynomial approximation theory, Theoret. Comput. Sci., 158, 117-141 (1996) · Zbl 0871.90069
[8] de la Vega, W. Fernandez; Lueker, G. S., Bin packing can be solved within \(1 + ε\) in linear time, Combinatorica, 1, 4, 349-355 (1981) · Zbl 0485.68057
[9] Garey, M. R.; Johnson, D. S., Computers and Intractability, A Guide to the Theory of NP-Completeness (1979), W.H. Freeman and Company: W.H. Freeman and Company San Francisco · Zbl 0411.68039
[10] Halldórsson, M. M., A still better performance guarantee for approximate graph coloring, Inform. Process. Lett., 45, 19-23 (1993) · Zbl 0768.68043
[11] Halldórsson, M. M., Approximating discrete collections via local improvements, (Proc. Symp. on Disc. Maths (1995)), 160-169 · Zbl 0847.90136
[12] Halldórsson, M. M., Approximating set cover via local improvements, (JAIST Resarch Report IS-RR-95-0002F (1995), JAIST: JAIST Tatsunokuchi, Japan) · Zbl 0847.90136
[13] Hassin, R.; Lahav, S., Maximizing the number of unused colors in the vertex coloring problem, Inform. Process. Lett., 52, 87-90 (1994) · Zbl 0809.05047
[14] Johnson, D. S., Approximation algorithms for combinatorial problems, J. Comput. System Sci., 9, 256-278 (1974) · Zbl 0296.65036
[15] Kou, L. T.; Stockmeyer, L. J.; Wong, C. K., Covering edges by cliques with regard to keyword conflicts and intersection graphs, Comm. ACM, 21, 135-139 (1978) · Zbl 0367.68035
[16] Lovász, L., Three short proofs in graph theory, J. Comb. Theory B, 19, 269-271 (1975) · Zbl 0322.05142
[17] Lovász, L., On the ratio of optimal integral and fractional covers, Discrete Math., 13, 383-390 (1975) · Zbl 0323.05127
[18] Lund, C.; Yannakakis, M., On the hardness of approximating minimization problems, (Proc. STOC’93 (1993)), 286-293 · Zbl 1310.68094
[19] Simon, H. U., On approximate solutions for combinatorial optimization problems, SIAM J. Discrete Math., 3, 2, 294-310 (1990) · Zbl 0699.68077
[20] Vavasis, S. A., Approximation algorithms for indefinite quadratic programming, Math. Programming, 57, 279-311 (1992) · Zbl 0845.90095
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