摘要
为提高解武器—目标分配问题(WTA)的群智能优化算法初始种群性能,从提高初始种群多样性的角度提出了基于密码筒的种群初始化方法,从提高初始种群解质量的角度分别提出了基于目标威胁—打击效果混合排序的种群初始化方法和装甲分队战术种群初始化方法。最后,通过一系列不同规模WTA算例的仿真实验对初始化方法进行评估,结果表明三种种群初始化方法均达到了设计要求,且各具优势。
In order to improve the performance of initial population for swarm intelligence optimization solving weapon-target assignment, this paper established the population initialization method based on cryptex to improve population diversity of ini- tial population, and established the population initialization method based on threat-capability matrix sorting and armored ele- ment tactic population initialization method to improve solution performance of initial population. Finally, several simulation experiments with WTA examples of a series of scales were carried on to evaluate initialization methods. The results indicate that three methods have reached the design rt^ctnlrt^mt^nt~ ~nc] h^vp r,=Qr,~,~G A ^-
出处
《计算机应用研究》
CSCD
北大核心
2013年第5期1377-1380,1392,共5页
Application Research of Computers
基金
军队科研计划资助项目
关键词
种群初始化
武器-目标分配问题
群智能优化算法
装甲分队
population initialization
weapon-target assignment
swarm intelligence optimization
armored element