华中科技大学学报（自然科学版）Issue(6)：90-94,5.DOI:10.13245/j.hust.140618
基于可信度优化的仿真模型参数估计方法
Estimation method of simulation model parameters based on credibility optimization
摘要
Abstract
The ranges of simulation model parameters can be obtained ,but their accurate values are difficult to determine sometimes .To solve the problem ,an optimization method of simulation model parameters based on the credibility optimization and the work of simulation model validation was pro-posed .The Latin hypercube experiment was carried out on the simulation model ,and the credibility of simulation model was evaluated under each experimental point .Then ,the values of simulation model parameters and credibility of simulation models under all experimental points were taken as training samples .The relational model between the simulation model parameters and the credibility were ob-tained using support vector machine .So ,the dynamic optimization problem of simulation model pa-rameters was transformed into a static optimization problem of function .Finally ,the estimation val-ues of simulation model parameters optimizing the credibility were obtained via the genetic algorithm . In the application ,the accurate parameters values of the simulation model of a missile guidance system were determined effectively .关键词
参数估计/可信度/仿真模型验证/支持向量机/遗传算法Key words
parameter estimation/credibility/simulation model validation/support vector machine/genetic algorithm分类
信息技术与安全科学引用本文复制引用
杨明,焦松,李伟,陆凌云..基于可信度优化的仿真模型参数估计方法[J].华中科技大学学报（自然科学版）,2014,(6):90-94,5.基金项目
国家自然科学基金资助项目（61273226）；国家自然科学基金创新研究群体科学基金资助项目（61021002）． （）
