Path Planning Based on Voronoi Diagram and Biogeography-Based Optimization

被引:0
作者
Huang, Ning [1 ]
Liu, Gang [1 ]
He, Bing [1 ]
机构
[1] Xian Hongqing Res Inst High Tech, Xian 710025, Peoples R China
来源
ADVANCES IN SWARM INTELLIGENCE, ICSI 2012, PT I | 2012年 / 7331卷
关键词
Cruise missile; path planning; BBO; Voronoi diagram;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, an approach of cruise missile hierarchical path planning based on Voronoi diagram and Biogeography-Based Optimization (BBO) is proposed. First, based on Voronoi diagram, we establish the threat model to describe the planning environment and generate the initial paths and navigation nodes. Then the Biogeography-Based Optimization (BBO) is utilized to search the optimal path. In order to improve the performance of BBO, we adopt an integer priority-based encoding, analyze and discuss the migration rate model and design the migration, mutation and elite operator. Finally, the simulation results show that this approach is effective in cruise missile path planning.
引用
收藏
页码:225 / 232
页数:8
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