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The Generalized Steiner Cable-Trench Problem with Application to Error Correction in Vascular Image Analysis

In: Operations Research Proceedings 2016

Author

Listed:
  • Eric Landquist

    (Kutztown University)

  • Francis J. Vasko

    (Kutztown University)

  • Gregory Kresge

    (Kutztown University)

  • Adam Tal

    (Kutztown University)

  • Yifeng Jiang

    (Yale University)

  • Xenophon Papademetris

    (Yale University)

Abstract

The Cable-Trench Problem (CTP) is the problem of minimizing the cost to connect buildings on a campus to a central server so that each building is connected directly to the server via a dedicated underground cable. The CTP is modeled by a weighted graph in which the vertices represent buildings and the edges represent the possible routes for digging trenches and laying cables between two buildings. In this paper, we define the Generalized Steiner CTP (GSCTP), which considers the situation in which a subset of the buildings is connected to the server and also the possibility that trench costs vary because of vegetation or physical obstacles, for example. The GSCTP has several natural applications, but we will focus on its nontrivial and novel application to the problem of digitally connecting microCT scan data of a vascular network with fully automated error correction. The CTP and its variants are NP-hard. However, we show that modifications to Prim’s algorithm find nearly optimal solutions to the GSCTP efficiently.

Suggested Citation

  • Eric Landquist & Francis J. Vasko & Gregory Kresge & Adam Tal & Yifeng Jiang & Xenophon Papademetris, 2018. "The Generalized Steiner Cable-Trench Problem with Application to Error Correction in Vascular Image Analysis," Operations Research Proceedings, in: Andreas Fink & Armin Fügenschuh & Martin Josef Geiger (ed.), Operations Research Proceedings 2016, pages 391-397, Springer.
  • Handle: RePEc:spr:oprchp:978-3-319-55702-1_52
    DOI: 10.1007/978-3-319-55702-1_52
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    Cited by:

    1. Silvia Schwarze & Eduardo Lalla-Ruiz & Stefan Voß, 2021. "Modeling the capacitated p-cable trench problem with facility costs," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(2), pages 713-735, June.

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