Abstract
We develop improved approximation algorithms for two NP-hard problems: the dense-n/2-subgraph and table compression. Based on SDP relaxation and advanced rounding techniques, we first propose 0.5982 and 0.5970-approximation algorithms respectively for the dense-2-subgraph problem (DSP) and the table compression problem (TCP). Then we improve these bounds to 0.6243 and 0.6708 respectively for DSP and TCP by adding triangle inequalities to strengthen the SDP relaxation. The results for TCP beat the 0.5 bound of a simple greedy algorithm on this problem, and hence answer an open question of Anderson in an affirmative way.
Similar content being viewed by others
References
Ye, Y., Zhang, J., Approximation of dense-n/2-subgraph and the complement of min-bisection, Journal of Global Optimization, 2003, 25: 55–73.
Xu, D., Han, J., Huang, Z., Zhang, L., Improved approximation algorithms for max n/2-directed- bisection and max n/2-dense-subgraph, Journal of Global Optimization, 2003, 27: 399–410.
Halperin, E., Zwick, U., A unified framework for obtaining improved approximation algorithms for maximum graph bisection problems, Random Structures and Algorithms, 2002, 20(3): 382–402.
Goemans, M. X., Williamson, D. P., Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming, Journal of ACM, 1995, 42: 1115–1145.
Zwick, U., Outward rotations: A tool for rounding solutions of semidefinite programming relaxations, with applications to max cut and other problems, in Proceedings of the 30th Symposium on Theory of Computation (STOC), New York: ACM, 1999, 679–687.
Ye, Y., A 699-approximation algorithm for max-bisection, Math. Programming, 2001, 90: 101–111.
Xu, D., Ye, Y., Zhang, J., Approximate the 2-catalog segmentation problem using semidefinite programming relaxation, Optimization Method and Software, 2003, 18: 705–719.
Han, Q., Ye, Y., Zhang, J., An improved rounding method and semidefinite programming relaxation for graph partition, Math. Programming, 2002, 92: 509–535.
Frieze, A., Jerrum, M., Improved approximation algorithms for max k-cut and max bisection, Algorithmica, 1997, 18: 67–81.
Feige, U., Goemans, M. X., Approximating the value of two prover proof systems, with applications to max 2sat and max dicut, in Proceedings of the 3nd Israel Symposium on Theory and Computing Systems, Israel: Tel Aviv, 1995, 182–189.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Xu, D., Han, J. & Du, D. Approximation of dense-n/2-subgraph and table compression problems-subgraph and table compression problems. Sci. China Ser. A-Math. 48, 1223–1233 (2005). https://doi.org/10.1360/04ys0167
Received:
Issue Date:
DOI: https://doi.org/10.1360/04ys0167