首页|面向人员岸滩行进的三维路径规划算法研究

面向人员岸滩行进的三维路径规划算法研究

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针对当前无法为人员岸滩行进提供科学合理的路径规划这一问题,论文基于蚁群算法提出了面向岸滩行进的最优路径规划算法.首先对基本的蚁群算法进行了改良,包括路径搜索方式、信息素更新策略和启发函数的合理设计等,改善了算法的收敛效率;然后定量结合多类岸滩场路径规划影响因子,构建了满足岸滩行进的代价函数;最终实现了面向岸滩行进的算法构建.该算法可为实现复杂地形条件下岸滩行进的最优路径解算和基于蚁群算法的相关三维路径规划分析研究提供参考借鉴.
Research on three-dimensional path planning algorithm for personnel beach landing
Because of the lack of scientifically rational path planning for personnel beach landing,this paper proposes an optimal path planning algorithm for beach landing based on the ant colony algorithm.Firstly,the basic ant colony algorithm is improved,including the rational design of path search methods,pheromone updating strategies,and heuristic functions,which improves the convergence efficiency of the algorithm.Then,multiple factors influencing beach path planning are quantitatively combined to construct a cost function that satisfies beach landing.Finally,the algorithm for beach landing is constructed.The algorithm presented in this paper can provide reference and guidance for solving optimal path planning of beach landing under complex terrain conditions and for studying related three-dimensional path planning based on the ant colony algorithm.

grid modelbeach landingthree-dimensional path planningant colony algorithmhexadecagon tree search

董箭、王天岳、王栋

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海军大连舰艇学院军事海洋与测绘系,辽宁大连 116018

海军大连舰艇学院海洋测绘工程军队重点实验室,辽宁大连 116018

海图信息中心,天津 300450

栅格模型 岸滩行进 三维路径规划 蚁群算法 十六叉树搜索

国家自然科学基金

42071439

2024

海洋测绘
海军海洋测绘研究所

海洋测绘

CSTPCD北大核心
影响因子:0.669
ISSN:1671-3044
年,卷(期):2024.44(2)
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