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Faster exact algorithms for computing Steiner trees in higher dimensional Euclidean spaces

Research output: ResearchPaper

Documents

Rasmus Fonseca, Marcus Brazil, Pawel Winter, Martin Zachariasen

The Euclidean Steiner tree problem asks for a network of minimum total length interconnecting a finite set of points in d-dimensional space. For d ≥ 3, only one practical algorithmic approach exists for this problem --- proposed by Smith in 1992. A number of refinements of Smith's algorithm have increased the range of solvable problems a little, but it is still infeasible to solve problem instances with more than around 17 terminals. In this paper we firstly propose some additional improvements to Smith's algorithm. Secondly, we propose a new algorithmic paradigm called branch enumeration. Our experiments show that branch enumeration has similar performance as an optimized version of Smith's algorithm; furthermore, we argue that branch enumeration has the potential to push the boundary of solvable problems further.
Original languageEnglish
Publication date2014
Number of pages20
StatePublished - 2014
Event11th DIMACS Implementation Challenge - ICERM, Providence, United States
Duration: 4 Dec 20145 Dec 2014
Conference number: 11

Conference

Conference11th DIMACS Implementation Challenge
Number11
LocationICERM
CountryUnited States
CityProvidence
Period04/12/201405/12/2014

    Research areas

  • The Faculty of Science - Steiner tree problem, d-dimensional Euclidean space, exact algorithm, computational study

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