火力与指挥控制2026，Vol.51Issue(4)：28-35,8.DOI:10.3969/j.issn.1002-0640.2026.04.004
基于改进NSGA-Ⅱ与合同网的杀伤网资源调度方法
A Resource Scheduling Method for Kill-web Based on Improved NSGA-Ⅱ and Contract Net Mechanism
李雷 1高天成 1李建国 1薛凯乐 1郝仁泽1
作者信息
- 1. 北方自动控制技术研究所,太原 030006
- 折叠
摘要
Abstract
Aiming at the problems of response lag and insufficient robustness in kill-web resource scheduling under distributed battlefield environment,this paper proposes a resource scheduling method that integrates global multi-objective optimization and local dynamic response.The effectiveness models of the three types of nodes,namely reconnaissance,command and firepower,are constructed.A multi-objective optimization function is established to minimize resource consumption,strike time,and con-straint violation,and the hard constraints for kill-chain closure are defined.A dynamic scheduling algo-rithm combining improved NSGA-Ⅱ and contract net mechanism is designed.Simulation results show that the proposed method can achieve a target clearance rate of more than 95％and reduce the average mission life cycle by 58.1％,which verifies its superior scheduling performance in dynamic threat scenarios.关键词
杀伤网作战/资源调度/NSGA-Ⅱ算法/合同网机制/多目标优化/OODA循环Key words
kill-web operations/resource scheduling/NSGA-Ⅱ algorithm/contract net mechanism/multi-objective optimization/OODA loop分类
军事科技引用本文复制引用
李雷,高天成,李建国,薛凯乐,郝仁泽..基于改进NSGA-Ⅱ与合同网的杀伤网资源调度方法[J].火力与指挥控制,2026,51(4):28-35,8.
