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Evolutionary Ship Track Planning within Traffic Separation Schemes – Evaluation of Individuals
Author(s) -
Rafał Szłapczynśki
Publication year - 2013
Publication title -
transnav the international journal on marine navigation and safety of sea transportation
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.253
H-Index - 5
eISSN - 2083-6481
pISSN - 2083-6473
DOI - 10.12716/1001.07.02.18
Subject(s) - separation (statistics) , fitness function , track (disk drive) , computer science , process (computing) , function (biology) , reduction (mathematics) , evolutionary algorithm , operations research , genetic algorithm , artificial intelligence , engineering , mathematics , machine learning , geometry , evolutionary biology , biology , operating system
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 the International Maritime Organization (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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