计算机工程与科学2012，Vol.34Issue(6)：74-78,5.DOI:10.3969/j.issn.1007-130X.2012.06.014
基于代理模型的武器装备体系优化算法研究
Research on the Optimization Algorithms for Weapon Equipment Systems Based on the Surrogate Model
杜波 1金光 1周经伦 1张礼伟1
作者信息
- 1. 国防科学技术大学信息系统与管理学院,湖南长沙 410073
- 折叠
摘要
Abstract
System optimization is one of the core issues in the research of the weapon equipment systems. However, to overcome the low efficiency and high cost of the optimization methods of equipment systems based on simulation, an optimization algorithm of weapon equipment systems based on the Krig-ing surrogate model and uniform design is presented, in which the surrogate model is updated by the El (expected improvement) function, and the steepest descent method is used in the optimization algorithm. The optimization algorithm put forward in this paper has high precision and high speed of convergence, and also has a high theoretical and practical value in solving non-liner problems.关键词
均匀设计/Kriging代理模型/优化算法/EI函数Key words
uniform designs ringing surrogate model optimization algorithm/ El function分类
信息技术与安全科学引用本文复制引用
杜波,金光,周经伦,张礼伟..基于代理模型的武器装备体系优化算法研究[J].计算机工程与科学,2012,34(6):74-78,5.
