摘要
针对作战任务规划中的战前作战任务分配问题,构建了多约束作战任务分配模型以描述作战任务与作战单元之间的动态映射关系。提出了决策空间剪枝和约束条件判断等求解策略;阐述了决策变量编码、分配方案解码和分阶段适应值计算的方法,利用差分进化算法进行求解。实验表明:多约束分配模型及求解算法,能够有效降低决策空间规模,提高了分配方案的合理性和实用性。
Aiming at the prewar operational tasks assignment in operation task planning,a multi constraint model of operational tasks assignment is constructed to describe the dynamic mapping relationship between operational tasks and operational units.The solution strategy of decision space pruning and constraint condition judgment is proposed,and the methods of decision variable coding,assignment scheme decoding and phased fitness calculation are described.Differential evolution algorithm is used to work out the solution.The experimental results show that the multi constraint assignment model and solution algorithm can effectively reduce the scale of decision space,and can improve the rationality and practicability of operational tasks assignment scheme.
作者
马悦
吴琳
郭圣明
Ma Yue;Wu Lin;Guo Shengming(National Defense University of PLA,Beijing 100091,China;PLA 31002 Troops,Beijing 100091,China)
出处
《系统仿真学报》
CAS
CSCD
北大核心
2023年第4期887-898,共12页
Journal of System Simulation
关键词
作战任务分配
作战任务规划
多约束目标优化
差分进化
行为树
operational tasks assignment
operation task planning
multi constraint objective optimization
differential evolution
behavior tree
