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Approximation ratio 2 for the Minimum Number of Steiner Points  

김준모 (한국정보보호진흥원)
김인범 (김포대학 컴퓨터계열)
Abstract
This paper provides an approximation algorithm for STP-MSP(Steiner Tree Problem with minimum number of Steiner Points).Because it seems to be impossible to have a PTAS(Polynomial Time Approximation Schemes), which gives the near optimal solutions, for the problem, the algorithm of this paper is an alternative that has the approximation ratio 2 with $n^{O(1)}$ run time. The importance of this paper is the potential to solve other related unsolved problems. The idea of this paper is to distribute the error allowance over the problem instance so that we may reduce the run time to polynomial bound out of infinitely many cases. There are earlier works[1,2] that show the approximations that have practical run times with the ratio of bigger than 2, but this paper shows the existence of a poly time approximation algorithm with the ratio 2.
Keywords
Approximation algorithm; Approximation ratio; Error allowance; polynomial bound; Run Time; Problem instance; Dynamic Program; STP-MSP(Steiner Tree Problem with Minimum Number of Steine Points); PTAS(Polynomial Time Approximation Schemes);
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1 M.R. Garey, R.L.Graham and D.S.Johnson, The complexity of computing Steiner Minimal Trees, Journal on Applied Mathmatics, Vol. 32, pp. 853-859, 1997   DOI   ScienceOn
2 E.N. Gilbert and H.O.Pollak, Steiner minimal trees, SIAM Journal on Applied Mathmatics, Vol.16, pp. 1-29, 1968   DOI   ScienceOn
3 Ding Zhu Du, F.K. Hwang, A Proof of Gilbert Pollark's conjecture on the Steiner ratio, Algorithmica, Vol. 7, pp. 121-135, 1992   DOI
4 D.Z. Du and F.K. Hwang, An approach for proving lower bounds: solution of Gilbert Pollak conjecture on Steiner ratio, Proceedings of IEEE 32st FOCS, pp. 76-85, 1990   DOI
5 G.H. Lin and G.L.Xue, Steiner tree problem wuth minimum number of Steiner points and bounded edge length, Information Processing Letters, Vol. 69, pp. 53-57, 1999   DOI   ScienceOn
6 X.Cheng, J. M. Kim and B. Lu, A Polynomial Time Approximation Scheme for the Problem of Interconnecting Highway, Journal of Combinatorial Optimazation, vol.5, No.3, pp. 327-343, Feb. 2001   DOI
7 J. M. Kim, ;X.Cheng and Ding Zhu Du, A PTAS for Grade of Service Minimum Tree Problem, Technical Report of University of Minnesota
8 Donghui Chen, Ding Zhu Du, Xiao Dong Hu, Guo Hui Lin, Lusheng Wang and Guoliang Xue, Approximations for Steiner Trees with Minimum Number of Steiner Points, Journal of Global Optimization, Vol. 18, No.1, pp. 17-33, 2000   DOI
9 S. Arora, Polynomial-time approximation schemes for Euclidean TSP and other geometric problems, Proc. 37th IEEE Symp. on Foundations of Computer Science, pp. 2-12, 1996   DOI
10 L. Wang and D. Z. Du, Approximations for a Bottleneck Steiner Tree problem, Algorithmica, Vol. 32, pp. 554-561, 2002   DOI
11 S. Arora, Nearly linear time approximation schemes for Euclidean TSP and other geometric problems, Proc. 38th IEEE Symp. on Foundations of Computer Science, pp. 554-563, 1997   DOI
12 F.K. Hwang, D.S. Richards and P.Winter, The Steiner Tree Problem, Annals of Discrete Mathematics, Vol.53, North-Holland, 1992