火力与指挥控制
火力與指揮控製
화력여지휘공제
FIRE CONTROL & COMMAND CONTROL
2015年
4期
51-54
,共4页
遗传算法%电力网攻击无人机%任务分配
遺傳算法%電力網攻擊無人機%任務分配
유전산법%전력망공격무인궤%임무분배
genetic algorithm%power grid attack unmanned aerial vehicle%tasks allocation
遗传算法因其出色的寻优能力,自提出后就被广泛用于工程技术上的最优化问题求解。根据电力网攻击无人机分队任务分配的实际需要,提出基于遗传算法思想的解决方案,并在原算法基础上,采用种群分组进化的策略进行改进。详细介绍算法的基本原理和仿真步骤,再举出实际算例进行仿真,实验结果证明算法的改进取得了良好效果。
遺傳算法因其齣色的尋優能力,自提齣後就被廣汎用于工程技術上的最優化問題求解。根據電力網攻擊無人機分隊任務分配的實際需要,提齣基于遺傳算法思想的解決方案,併在原算法基礎上,採用種群分組進化的策略進行改進。詳細介紹算法的基本原理和倣真步驟,再舉齣實際算例進行倣真,實驗結果證明算法的改進取得瞭良好效果。
유전산법인기출색적심우능력,자제출후취피엄범용우공정기술상적최우화문제구해。근거전력망공격무인궤분대임무분배적실제수요,제출기우유전산법사상적해결방안,병재원산법기출상,채용충군분조진화적책략진행개진。상세개소산법적기본원리화방진보취,재거출실제산례진행방진,실험결과증명산법적개진취득료량호효과。
Genetic algorithm is based on its excellent optimization ability,it is widely used in engineering optimization problem solving after proposed. Based on the actual needs of power grid attack unmanned aerial vehicle squads tasks assignment,solution based on genetic algorithm is proposed,and on the basis of the original algorithm,the population group evolution strategy is used to improve. The basic principle of algorithm and simulation steps in detail and practical examples are given to the simulation,the experimental results prove the algorithm improvement has obtained the good effect.