| 基于LS-SVM的现代战斗机空战效能评估模型研究 |
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| 引用本文： | 刘凌,徐浩军,郭辉.基于LS-SVM的现代战斗机空战效能评估模型研究[J].数学的实践与认识,2009,39(23). |
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| 作者姓名： | 刘凌 徐浩军 郭辉 |
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| 作者单位： | 空军工程大学工程学院飞行器与动力工程系,陕西,西安,710038 |
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| 摘 要： | 现代战斗机空战是当前空中力量遂行作战任务的主要模式,其空战效能的评估问题也是研究的难点之一.在分析现代战斗机空战模式及七个关键影响因素的基础上,引入人工智能技术的思路和方法,运用LS-SVM支持向量机方法对现代战斗机空战效能进行了多级评估LS-SVM支持向量机分类器设计并建立智能评估模型,结合实例进行了计算和分析,为进一步研究空战效能的评估问题提供了一种新的思路.
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| 关 键 词： | 现代战斗机空战 支持向量机 智能评估模型 |
Research on Assessment Model for Effectiveness of Advanced Air Fight Base on LS-SVM |
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| LIU Ling,XU Hao-jun,GUO Hui.Research on Assessment Model for Effectiveness of Advanced Air Fight Base on LS-SVM[J].Mathematics in Practice and Theory,2009,39(23). |
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| Authors: | LIU Ling XU Hao-jun GUO Hui |
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| Abstract: | Modern air fight is main pattern for air power to execute compaign. Assessing the effectiveness of modern air fight is one of study difficulty. On the base of modern air fight pattern and seven key factors research, introducing Artificial Intelligence method and LS-SVM method ,modern air fight effectiveness is analyzed, also multi-grade LS-SVM classify machine is designed and intelligence assess model is established, finally, an example is provided to simulate and analyze. This paper provides a new idea to study further effectiveness assess of modern air fight. |
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| Keywords: | modern air fight support vector machines intelligence assessment model |
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