节点文献
基于遗传算法的AUV三维海底路径规划
AUV Path Planning in 3D Seabed Environment Using Genetic Algorithm
【摘要】 研究AUV在三维海底地形环境中的路径规划问题。针对三维地形中路径的不同特点 ,将路径分为 3种类型。设计了优化路径的遗传算法实现方案 ,所提出的惩罚函数及启发性知识的使用 ,使算法能灵活的得到具有不同特点的最优路径。仿真实验表明了该算法的可行性与可靠性 ,对AUV的安全航行具有重要的理论意义及应用参考价值
【Abstract】 The path-planning algorithm of AUV in 3D seabed environment is stud ied. For 3D environment, the optimal paths are classified into three differen t types. The optimal paths of each type are obtained flexibly by using genetic a lgorithm, especially the incorporating of problem-specific knowledge and penalt y function. Simulation results show the feasibility and reliability of the path - planning algorithm, which has considerable value on the safe navigation of AUV i n seabed environment.
【关键词】 三维路径规划;
遗传算法;
海底地形;
水下潜器;
【Key words】 D path planning; genetic algorithm; seabed terrain; underwater vehicle;
【Key words】 D path planning; genetic algorithm; seabed terrain; underwater vehicle;
- 【文献出处】 中国工程科学 ,Engineering Science , 编辑部邮箱 ,2003年11期
- 【分类号】TP242
- 【被引频次】37
- 【下载频次】565