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Customized crossover in evolutionary sets of safe ship trajectories

Abstract

The paper presents selected aspects of evolutionary sets of safe ship trajectories-a method which applies evolutionary algorithms and some of the assumptions of game theory to solving ship encounter situations. For given positions and motion parameters of the ships, the method finds a near optimal set of safe trajectories of all ships involved in an encounter. The method works in real time and the solutions must be returned within one minute, which enforces speeding up the optimisation process. During the development of the method the authors tested various problem-dedicated crossover operators to obtain the best performance. The results of that research are given here. The paper includes a detailed description of these operators as well as statistical simulation results and examples of experiment results

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Keywords

Details

Category:
Articles
Type:
artykuł w czasopiśmie wyróżnionym w JCR
Published in:
International Journal of Applied Mathematics and Computer Science no. 22, pages 999 - 1009,
ISSN: 1641-876X
Language:
English
Publication year:
2012
Bibliographic description:
Szłapczyński R., Szłapczyńska J.: Customized crossover in evolutionary sets of safe ship trajectories// International Journal of Applied Mathematics and Computer Science. -Vol. 22, iss. 4 (2012), s.999-1009
DOI:
Digital Object Identifier (open in new tab) 10.2478/v10006-012-0074-x
Sources of funding:
  • Free publication
Verified by:
Gdańsk University of Technology

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