遗传算法
变量(数学)
计算机科学
机器人
优化算法
算法
人工智能
数学优化
数学
机器学习
数学分析
作者
Dibo Pan,Faliang Zhou,Bolong Liu,Xiaojun Xu
出处
期刊:Journal of physics
[IOP Publishing]
日期:2025-02-01
卷期号:2965 (1): 012023-012023
标识
DOI:10.1088/1742-6596/2965/1/012023
摘要
Abstract In this paper, a variable configuration amphibious robot is designed and analyzed, which can move freely on both land and water. The amphibious robot’s water-land switching mechanism is studied and the folding mechanism of the front and rear hydrofoil is designed. The NACA0012 aerofoil with a high lift-to-drag ratio is selected. The installation position and angle of the front and rear hydrofoils are studied based on the RANS method. A numerical parameter model of the amphibious robot is established using the Kriging model. The NSGA-II Genetic algorithm is adopted to optimize the robot’s hydrodynamic characteristics.
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