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Optimal ship navigation with safety distance and realistic turn constraints

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  • Ari, Ibrahim
  • Aksakalli, Vural
  • Aydogˇdu, Volkan
  • Kum, Serdar

Abstract

We consider the optimal ship navigation problem wherein the goal is to find the shortest path between two given coordinates in the presence of obstacles subject to safety distance and turn-radius constraints. These obstacles can be debris, rock formations, small islands, ice blocks, other ships, or even an entire coastline. We present a graph-theoretic solution on an appropriately-weighted directed graph representation of the navigation area obtained via 8-adjacency integer lattice discretization and utilization of the A∗ algorithm. We explicitly account for the following three conditions as part of the turn-radius constraints: (1) the ship’s left and right turn radii are different, (2) ship’s speed reduces while turning, and (3) the ship needs to navigate a certain minimum number of lattice edges along a straight line before making any turns. The last constraint ensures that the navigation area can be discretized at any desired resolution. Once the optimal (discrete) path is determined, we smoothen it to emulate the actual navigation of the ship. We illustrate our methodology on an ice navigation example involving a 100,000 DWT merchant ship and present a proof-of-concept by simulating the ship’s path in a full-mission ship handling simulator.

Suggested Citation

  • Ari, Ibrahim & Aksakalli, Vural & Aydogˇdu, Volkan & Kum, Serdar, 2013. "Optimal ship navigation with safety distance and realistic turn constraints," European Journal of Operational Research, Elsevier, vol. 229(3), pages 707-717.
    • Handle: RePEc:eee:ejores:v:229:y:2013:i:3:p:707-717
    DOI: 10.1016/j.ejor.2013.03.022
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    References listed on IDEAS

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    1. Albiach, José & Sanchis, José Marí­a & Soler, David, 2008. "An asymmetric TSP with time windows and with time-dependent travel times and costs: An exact solution through a graph transformation," European Journal of Operational Research, Elsevier, vol. 189(3), pages 789-802, September.
    2. K Fagerholt & S I Heimdal & A Loktu, 2000. "Shortest path in the presence of obstacles: An application to ocean shipping," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(6), pages 683-688, June.
    3. Villeneuve, Daniel & Desaulniers, Guy, 2005. "The shortest path problem with forbidden paths," European Journal of Operational Research, Elsevier, vol. 165(1), pages 97-107, August.
    4. Ho, Joshua, 2010. "The implications of Arctic sea ice decline on shipping," Marine Policy, Elsevier, vol. 34(3), pages 713-715, May.
    5. J Clossey & G Laporte & P Soriano, 2001. "Solving arc routing problems with turn penalties," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 52(4), pages 433-439, April.
    6. Eliécer Gutiérrez & Andrés Medaglia, 2008. "Labeling algorithm for the shortest path problem with turn prohibitions with application to large-scale road networks," Annals of Operations Research, Springer, vol. 157(1), pages 169-182, January.
    7. Perugia, Alessandro & Moccia, Luigi & Cordeau, Jean-François & Laporte, Gilbert, 2011. "Designing a home-to-work bus service in a metropolitan area," Transportation Research Part B: Methodological, Elsevier, vol. 45(10), pages 1710-1726.
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