基于改进单亲GA的多波次攻击最优火力分配  

Allocation of Firepower for Multiple Waves Air-to-Land Attack Based on Advanced One-Parent GA

作　　者：汪民乐[1] 房茂燕[1] 

机构地区：[1]第二炮兵工程学院,西安710025

出　　处：《系统仿真学报》2009年第23期7697-7699,7702,共4页Journal of System Simulation

摘　　要：多波次攻击是现代空袭中的重要作战模式,而多波次对地攻击的火力分配问题属于有序组合优化问题,至今尚无有效算法。针对一类多波次对地攻击火力分配问题提出了一种改进单亲遗传算法,该算法不采用交叉算子,而代之以换位算子,但保持了交叉算子的进化功能。通过对仿真实例的分析表明,该算法与标准遗传算法相比更加有效和简便。Multiple waves attack is an important fighting pattern of air-to-land attack,and the allocation problem of the firepower for multiple waves air-to-land attack belongs to the Combinatorial Optimization.There is no efficient algorithm to solve the problem until now.An advanced GA,One-parent GA was proposed,to solve one kind of allocation problem of the firepower for multiple waves air-to-land attack.In the one-parent GA,the Transposition operator replaced the Crossover operator,but the evolutional function of Crossover operator was kept.The results of simulation experiments show that the One-parent GA is more efficient and concise than standard GA.

关 键 词：对地攻击 火力分配 单亲遗传算法 组合优化 遗传算子 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]