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论文:2014,Vol:32,Issue(3):406-411 |
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引用本文： |
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王晓光, 章卫国, 李广文. 目标分配在超视距空战效能中的应用研究[J]. 西北工业大学 |
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Wang Xiaoguang, Zhang Weiguo, Li Guangwen. Applying Target Assignment Effectively to beyond Visual Range Air Combat[J]. Northwestern polytechnical university |
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| 目标分配在超视距空战效能中的应用研究 |
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| 王晓光, 章卫国, 李广文 |
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| 西北工业大学 自动化学院, 陕西 西安 710129 |
| 摘要: |
| 将目标分配引入到两步裁定法的效能研究之中。首先根据空战态势评估双方战机的易损性;然后根据易损性确定双方战机的先敌发射率;继而综合先敌发射率和导弹杀伤概率等因素来确定空战中每一架战机个体的被毁伤概率,结合约束条件得到超视距空战模型。给出一种基于Memetic算法的目标分配求解方法,该算法分别用离散差分进化算法和邻域搜索算法来进行全局和局部搜索。在收敛速度方面同离散差分进化算法进行了比较,最后通过仿真验证了该方法的合理性和有效性。 |
| 关键词:
空战效能
Memetic算法
目标分配
两步裁定
约束优化
进化算法
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| Applying Target Assignment Effectively to beyond Visual Range Air Combat |
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| Wang Xiaoguang, Zhang Weiguo, Li Guangwen |
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| Department of Automatic Control, Northwestern Polytechnical University, Xi'an 710129, China |
| Abstract: |
| The target assignment was studying two-step adjudication′s effectiveness. Firstly, the battle plane′s vul-nerabilities were estimated according to the air combat situations. Secondly, the first-shoot-fraction for both sides'battle planes was determined with these vulnerabilities. Thirdly, based on the first-shoot-fraction and kill probability for a single missile, each battle plane′s damage probabilities were calculated in the air combat. Finally, the beyond visual range air combat model was established with constraining relationships considered. A solving method for the target assignment based on Memetic algorithm was presented. It is constructed with discrete differential evolution (DDE) algorithm for the global searching and with neighborhood algorithm for the local searching. The algorithm was compared with DDE algorithm on the convergence rate. The air combat simulation was carried out; the results and their analysis prove preliminarily that the proposed algorithm is feasible and effective. |
| Key words:
algorithms
computer simulation
constrained optimization
convergence of numerical methods
efficiency
evolutionary algorithms
flowcharting
functions
mathematical models
optimization
probability
air combat effectiveness
Memetic algorithm
target assignment
two-step adjudication
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| 收稿日期: 2013-10-24
修回日期:
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| DOI: |
| 基金项目: 国家自然科学基金(61374032)资助 |
| 通讯作者:
Email： |
| 作者简介: 王晓光(1985-),西北工业大学博士研究生,主要从事飞行器作战效能评估及优化研究。
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