| 引用本文: | 杨晓凌,邱涤珊,彭黎,等.改进类电磁算法在武器目标分配问题中的应用.[J].国防科技大学学报,2011,33(6):150-153.[点击复制] |
| YANG Xiaoling,QIU Dishan,PENG Li,et al.Application of Modified Electromagnetism-like Algorithm in Weapon-target Assignment Problem[J].Journal of National University of Defense Technology,2011,33(6):150-153[点击复制] |
|
| |
|
|
| 本文已被：浏览 6861次 下载 5933次 |
| 改进类电磁算法在武器目标分配问题中的应用 |
| 杨晓凌, 邱涤珊, 彭黎, 谈群 |
|
(国防科技大学 信息系统工程重点实验室, 湖南 长沙 410073)
|
| 摘要: |
| 通过基于级数的粒子编码变换方法, 将武器目标分配问题的约束条件进行了化简。对原始类电磁算法, 在种群初始化、局部搜索、合力计算以及粒子移动等各步骤对其进行改造, 使之适应武器目标分配问题的整数解空间。最后通过数值实验验证了该改造后算法解决武器目标分配问题的有效性。 |
| 关键词: 类电磁算法 武器目标分配 粒子编码 合力计算 粒子移动 |
| DOI： |
| 投稿日期：2011-04-20 |
| 基金项目:国家部委基金资助项目 |
|
| Application of Modified Electromagnetism-like Algorithm in Weapon-target Assignment Problem |
| YANG Xiaoling, QIU Dishan, PENG Li, TAN Qun |
|
(Science and Technolagy on Information Systems Engineering Laboratory, National Univ. of Defense Technology, Changsha 410073, China)
|
| Abstract: |
| A method of particle coding based on progression was applied to the simplification of constraints in Weapon-Target Assignment (WTA) model. The original EM algorithm was modified in all steps, including the initialization of the population, the local searching, the calculation of total force vector and movement along the total force, and the WTA problems with integer solution space was settled by the algorithm. Finally, the numerical experiments verified the effectiveness of the algorithm for solving WTA problems. |
| Keywords: the electromagnetism-like algorithm Weapon-Target Assignment(WTA) particle coding calculation of total force vector movement of particle along total force |
|
|
|
|
|
