海军航空大学学报2025，Vol.40Issue(4)：557-566,10.DOI:10.7682/j.issn.2097-1427.2025.04.006
基于改进哈里斯鹰优化算法的多巡飞弹航路规划
Multi-Loitering Missile Route Planning Based on Improved Harris Hawk Optimization Algorithm
摘要
Abstract
With the increasing complexity of the modern environment,the role of loitering missiles in battlefield decision-making has become increasingly important.However,a single loitering missile often faces problems such as low effi-ciency and susceptibility to local optima in complex task environments and multiple constraints,making it difficult to meet practical flight requirements.Therefore,an improved Harris Hawk optimization algorithm for the route planning problem of multi-loitering missile in complex environments is proposed.This algorithm enhances global search capability and local development accuracy by introducing an initialization method based on Gaussian distribution and an escape en-ergy update strategy based on nonlinear decreasing function.The simulation experiment results show that the improved Harris Hawk optimization algorithm performs superior in route planning,significantly improving the flight efficiency and path planning accuracy of cruise missiles compared to traditional algorithms,and has good engineering application pros-pects.Through in-depth exploration,strong support has been provided for the intelligent operation of loitering missiles.关键词
复杂任务环境/多巡飞弹/航路规划/哈里斯鹰优化算法/逃逸能量更新策略Key words
complex task environment/multi-loitering missile/trajectory planning/Harris Hawk optimization algorithm/escape energy update strategy分类
航空航天引用本文复制引用
赵从薇,胡春朝,马梓元,龚华军,王新华..基于改进哈里斯鹰优化算法的多巡飞弹航路规划[J].海军航空大学学报,2025,40(4):557-566,10.基金项目
上海航天科技创新基金(SAST2023-012) （SAST2023-012）
