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Comparison of Selection Schemes in Evolutionary Method of Path Planning

Abstract

This article compares an impact of using various selection schemes on the quality of the solution for the problem of planning the path for a moving object using the evolutionary method. In study case problem of avoiding collisions at sea is analyzed. The modelled environment includes static constraints (lands, canals, etc.) and dynamic objects (moving ships). Article analyses behaviour of selection schemes in two similar environments which differ in number of dynamic objects (highly congested areas). Research has proven that application of specific selectors improves results of study case evolutionary path planning situation.

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Category:
Articles
Type:
artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Published in:
LECTURE NOTES IN COMPUTER SCIENCE pages 241 - 250,
ISSN: 0302-9743
Language:
English
Publication year:
2011
Bibliographic description:
Kolendo P., Jaworski B., Śmierzchalski R.: Comparison of Selection Schemes in Evolutionary Method of Path Planning// LECTURE NOTES IN ARTIFICIAL INTELLIGENCE. -., (2011), s.241-250
DOI:
Digital Object Identifier (open in new tab) 10.1007/978-3-642-23938-0_25
Verified by:
Gdańsk University of Technology

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