Contraction-Based Steiner Tree Approximations in Practice

作者: Markus Chimani , Matthias Woste

DOI: 10.1007/978-3-642-25591-5_6

关键词: InfinityMathematicsApproximation algorithmMulti-objective optimizationConstruct (python library)Contraction (operator theory)Discrete mathematicsConstant (mathematics)Steiner tree problemClass (set theory)

摘要: In this experimental study we consider contraction-based Steiner tree approximations. This class contains the only approximation algorithms that guarantee a constant ratio below 2 and still may be applicable in practice. Despite their vivid evolution theory, these have, to our knowledge, never been thoroughly investigated practice before, which is particularly interesting as most of algorithms' guarantees hold when some (constant) parameter k tends infinity, while running time exponentially dependent on very k. We investigate different implementation aspects choices finally allow us construct feasible for practical use. Then compare against each other state-of-the-art approaches.

参考文章(35)
Eduardo Uchoa, Renato F. Werneck, Fast local search for steiner trees in graphs algorithm engineering and experimentation. pp. 1- 10 ,(2010)
MAREK KARPINSKI, ALEXANDER ZELIKOVSKY, New Approximation Algorithms for the Steiner Tree Problems Journal of Combinatorial Optimization. ,vol. 1, pp. 47- 65 ,(1997) , 10.1023/A:1009758919736
Thorsten Koch, Alexander Martin, Stefan Voß, SteinLib: An Updated Library on Steiner Tree Problems in Graphs Combinatorial Optimization. pp. 285- 325 ,(2001) , 10.1007/978-1-4613-0255-1_9
Hans Jürgen Prömel, Angelika Steger, RNC-Approximation Algorithms for the Steiner Problem symposium on theoretical aspects of computer science. pp. 559- 570 ,(1997) , 10.1007/BFB0023489
Alexander Zelikovsky, Better approximation bounds for the network and Euclidean Steiner tree problems University of Virginia. ,(1996)
Marcus Poggi de Aragão, Renato F. Werneck, On the Implementation of MST-Based Heuristics for the Steiner Problem in Graphs algorithm engineering and experimentation. pp. 1- 15 ,(2002) , 10.1007/3-540-45643-0_1
L. Kou, G. Markowsky, L. Berman, A fast algorithm for Steiner trees Acta Informatica. ,vol. 15, pp. 141- 145 ,(1981) , 10.1007/BF00288961
Richard M. Karp, Reducibility Among Combinatorial Problems Journal of Symbolic Logic. ,vol. 40, pp. 219- 241 ,(2010) , 10.1007/978-3-540-68279-0_8
Kurt Mehlhorn, A faster approximation algorithm for the Steiner problem in graphs Information Processing Letters. ,vol. 27, pp. 125- 128 ,(1988) , 10.1016/0020-0190(88)90066-X
Gabriel Robins, Alexander Zelikovsky, Improved Steiner tree approximation in graphs symposium on discrete algorithms. pp. 770- 779 ,(2000) , 10.5555/338219.338638