首页|期刊导航|西华大学学报(自然科学版)|基于数字高程模型和人工蜂群算法的地面防空部署策略

基于数字高程模型和人工蜂群算法的地面防空部署策略OA

Ground Air Defense Deployment Strategy Based on Digital Elevation Model and Artificial Bee Colony Algorithm

中文摘要英文摘要

针对地面防空装备部署优化问题中部署策略实时性不高、合理性差等问题,提出一种融合数字高程模型(digital elevation model,DEM)与人工蜂群(artificial bee colony,ABC)算法的部署策略:以防空效能作为评估指标,在设定防空效能指标的前提下,把DEM作为先验信息对部署区域进行筛选,再通过ABC算法迭代寻找部署位置.该策略一方面利用ABC算法提高地面防空装备部署策略实时性,另一方面借助DEM数据,提高部署策略的合理性.仿真结果表明,与经典群智能优化算法相比,该策略能有效减少算法迭代次数,并且能取得更合理的部署方案.

In order to solve the problems of low real-time and poor rationality of the deployment strategy in the deployment optimization problem of ground air defense equipment,an innovative deploy-ment strategy integrating digital elevation model(DEM)and artificial bee colony(ABC)algorithm was pro-posed.As for the strategy,the air defense efficiency is used as the evaluation index,and the DEM is used as the prior information to screen the deployment area under the premise of setting the air defense efficiency index,and then the deployment location is iteratively found through the ABC algorithm.The ABC al-gorithm is used to improve the real-time deployment strategy of ground air defense equipment.The ration-ality of the deployment strategy is improved with the help of DEM data.Simulation results show that com-pared with the classical swarm intelligence optimization algorithm,the proposed strategy can effectively re-duce the number of algorithm iterations and obtain a more reasonable deployment scheme.

QING Chaojin;ZHAO Guiyi;LIU Yuchang;YANG Na;LING Guowei

School of Electrical Engineering&Electronic Information,Xihua University,Chengdu 610039 ChinaSchool of Electrical Engineering&Electronic Information,Xihua University,Chengdu 610039 ChinaSouthwest China Research Institute of Electronic Equipment,Chengdu 610036 ChinaSchool of Electrical Engineering&Electronic Information,Xihua University,Chengdu 610039 ChinaSchool of Electrical Engineering&Electronic Information,Xihua University,Chengdu 610039 China

信息技术与安全科学

数字高程模型人工蜂群算法地面防空装备部署防空效能

digital elevation modelartificial bee colony algorithmground air defenseequipment deploymentair defense effectiveness

《西华大学学报(自然科学版)》 2026 (1)

59-71,13

国家自然科学基金项目(62301447)四川省科技计划资助项目(2023YFG0316)四川省科技计划"揭榜挂帅项目"(23GSC00004)西华大学校重点项目(Z1320929)中国高校产学研创新基金(2021ITA10016).

10.12198/j.issn.1673-159X.5470

评论