Online prediction of ship maneuvering motions based on adaptive weighted ensemble learning under dynamic changes

Dynamic changes in ship maneuverability challenge the accuracy and effectiveness of ship maneuvering models. This paper proposes an online prediction method based on the adaptive weighted ensemble learning framework, which can adaptively update the model according to changes in maneuverability, espe...

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Bibliographic Details
Main Authors: Yaohui Yu, Hongbin Hao, Zihao Wang, Yan Peng, Shaorong Xie
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Engineering Applications of Computational Fluid Mechanics
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/19942060.2024.2341922