基于动态自适应遗传算法的舰艇防空火力分配  

Warship Air Defense WTA Based on Dynamic Adaptive GA

作　　者：傅调平[1] 陈建华[1] 李刚强[1] 

机构地区：[1]海军兵种指挥学院一系,广东广州510431

出　　处：《广西师范大学学报（自然科学版）》2010年第3期187-190,共4页Journal of Guangxi Normal University:Natural Science Edition

基　　金：国家自然科学基金资助项目(60504035)

摘　　要：本文提出一种基于自适应编码思想的遗传算法用于解决水面舰艇防空火力分配问题,该算法采用自适应编码,自适应选择与自适应的交叉与变异算子,能在较短的时间内得到全局优化解。仿真实验结果表明:新算法与其他算法相比,在优化性能和时间性能方面都有了一定的改善,可以较好地避免陷入局部最优,能较好地解决舰艇防空火力分配问题。For resolving the air defense weapon-target assignment of warships,an improved genetic algorithm based on dynamic adaptive is proposed. The new algorithm adopts adaptive encoding, adaptive choosing operator,adaptive crossover and mutation operator. As a result, the algorithm can get global optimization resolution in a short time. Results demonstrate that the improved algorithm achieves better efficiency than some classical optimization algorithms ,can avoid getting into local optimization ,and solve air defense weapon-target assignment problems of warships well.

关 键 词：自适应 遗传算法 舰艇防空 火力分配 

分 类 号：TP301.6[自动化与计算机技术—计算机系统结构]