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Evolutionary Ship Track Planning within Traffic Separation Schemes – Evaluation of Individuals

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EN
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EN
The paper presents an extended version of the author’s Evolutionary Sets of Safe Ship Trajectories method. The method plans safe tracks of all ships involved in an encounter including speed reduction maneuvers, if necessary, and taking into account Rule 10 of COLREGS, which specifies ships’ behavior within Traffic Separation Schemes governed by IMO. The paper focuses on the evaluation phase of the evolutionary process and shows how fitness function is designed to compare various possible tracks as well as to assess the quality of a final solution. The impact of the fitness function on the method’s results is illustrated by examples.
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Twórcy
  • Gdansk University of Technology, Poland
Bibliografia
  • [1] Anwar N. & Khalique A. 2006. Passage Planning Principles. Witherby Seamanship International, Livingston, United Kingdom
  • [2] Cockcroft A.N. & Lameijer, J.N.F. 2011. A Guide to Collision Avoidance Rules. Butterworth‐Heinemann.
  • [3] Coldwell T.G. 1983. Marine Traffic Behaviour in Restricted Waters. The Journal of Navigation. 36, 431‐444.
  • [4] COLREGS. 1972. [with amendments adopted from December 2009]). Convention on the International Regulations for Preventing Collisions at Sea. International Maritime Organization, London.
  • [5] Lisowski J. 2007. The Dynamic Game Models of Safe Navigation, International Journal on Marine Navigation and Safety of Sea Transportation, Vol. 1, no. 1., 11‐18
  • [6] Michalewicz Z. & Fogel, D.B. 2004. How To Solve It: Modern Heuristics. Springer‐Verlag.
  • [7] Smierzchalski R. & Michalewicz, Z. 2000. Modeling of a Ship Trajectory in Collision Situations at Sea by Evolutionary Algorithm, IEEE Transactions on Evolutionary Computation No. 3 Vol. 4, pp. 227‐241.
  • [8] Szlapczynski R. 2011. Evolutionary Sets of Safe Ship Trajectories: A New Approach to Collision Avoidance. The Journal of Navigation. 64, 169‐181.
  • [9] Szlapczynski R & Szlapczynska J. 2011, On Evolutionary Computing in Multi‐Ship Trajectory Planning. Applied Intelligence, vol. 37, iss. 2, 155‐174, Springer Netherlands, http://www.springerlink.com/content/j40qp07031634568 (free access)
  • [10] Szlapczynski R. 2012. Evolutionary Sets of Safe Ship Trajectories within Traffic Separation Schemes. The Journal of Navigation. vol. 66, iss. 1., pp. 65‐81.
  • [11] Szlapczynski R & Szlapczynska J. 2012. Evolutionary Sets of Safe Ship Trajectories: Evaluation of Individuals. International Journal of Marine Navigation and Safety of Sea Transportation Vol. 6, No. 3, 2012, s. 345‐353.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-d56283fb-95a8-420c-b77c-9fac366b4b6b
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