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A modelling framework for solving restricted planar location problems using phi-objects

Author

Listed:
  • Murat Oğuz

    (University of Southampton)

  • Tolga Bektaş

    (University of Southampton)

  • Julia A Bennell

    (University of Southampton)

  • Jörg Fliege

    (University of Southampton)

Abstract

This paper presents a general modelling framework for restricted facility location problems with arbitrarily shaped forbidden regions or barriers, where regions are modelled using phi-objects. Phi-objects are an efficient tool in mathematical modelling of 2D and 3D geometric optimization problems, and are widely used in cutting and packing problems and covering problems. The paper shows that the proposed modelling framework can be applied to both median and centre facility location problems, either with barriers or forbidden regions. The resulting models are either mixed-integer linear or non-linear programming formulations, depending on the shape of the restricted region and the considered distance measure. Using the new framework, all instances from the existing literature for this class of problems are solved to optimality. The paper also introduces and optimally solves a realistic multi-facility problem instance derived from an archipelago vulnerable to earthquakes. This problem instance is significantly more complex than any other instance described in the literature.

Suggested Citation

  • Murat Oğuz & Tolga Bektaş & Julia A Bennell & Jörg Fliege, 2016. "A modelling framework for solving restricted planar location problems using phi-objects," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(8), pages 1080-1096, August.
    • Handle: RePEc:pal:jorsoc:v:67:y:2016:i:8:d:10.1057_jors.2016.5
    DOI: 10.1057/jors.2016.5
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    References listed on IDEAS

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    Cited by:

    1. Oğuz, Murat & Bektaş, Tolga & Bennell, Julia A., 2018. "Multicommodity flows and Benders decomposition for restricted continuous location problems," European Journal of Operational Research, Elsevier, vol. 266(3), pages 851-863.
    2. Andrea Maier & Horst W. Hamacher, 2019. "Complexity results on planar multifacility location problems with forbidden regions," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 89(3), pages 433-484, June.
    3. Farahani, Reza Zanjirani & Fallah, Samira & Ruiz, Rubén & Hosseini, Sara & Asgari, Nasrin, 2019. "OR models in urban service facility location: A critical review of applications and future developments," European Journal of Operational Research, Elsevier, vol. 276(1), pages 1-27.
    4. Amiri-Aref, Mehdi & Farahani, Reza Zanjirani & Hewitt, Mike & Klibi, Walid, 2019. "Equitable location of facilities in a region with probabilistic barriers to travel," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 127(C), pages 66-85.
    5. Malgorzata Miklas-Kalczynska & Pawel Kalczynski, 2024. "Multiple obnoxious facility location: the case of protected areas," Computational Management Science, Springer, vol. 21(1), pages 1-21, June.

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