Optimized support vector regression algorithm-based modeling of ship dynamics

•A simplistic dynamic model is developed to describe dynamics of different types’ ships, which is applicable in the Maritime Traffic Simulation.•The structural parameters of LS-SVR are optimized by artificial bee colony algorithm and further assigned with particular settings.•The improved LS-SVR is...

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Vydané v:	Applied ocean research Ročník 90; s. 101842
Hlavní autori:	Zhu, Man, Hahn, Axel, Wen, Yuan-Qiao, Sun, Wu-Qiang
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Barking Elsevier Ltd 01.09.2019 Elsevier BV
Predmet:	Algorithms Artificial bee colony algorithm Container ships Containers Different types of ships Dynamics Economic models Identification Maritime traffic simulation Parameter estimation Parameters Ship handling Ship models Simplified ship dynamic model Simulation Support vector regression algorithm Simplified ship dynamic model Artificial bee colony algorithm Parameter estimation Maritime traffic simulation Different types of ships Support vector regression algorithm
ISSN:	0141-1187, 1879-1549
On-line prístup:	Získať plný text
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