提出一种基于模糊支持向量回归机(fuzzy support vector regression,FSVR)的趟车客运量预测方法。以客票历史数据为依据,利用列车的实际客运量数据进行实验,结果表明,该方法能有效的简化计算复杂度,能够快速准确的对铁路趟车客运量进行...提出一种基于模糊支持向量回归机(fuzzy support vector regression,FSVR)的趟车客运量预测方法。以客票历史数据为依据,利用列车的实际客运量数据进行实验,结果表明,该方法能有效的简化计算复杂度,能够快速准确的对铁路趟车客运量进行预测。展开更多
A new multiple models(MM) approach was proposed to model complex industrial process by using Fuzzy Support Vector Machines(F -SVMs). By applying the proposed approach to a pH neutralization titration experiment, F -SV...A new multiple models(MM) approach was proposed to model complex industrial process by using Fuzzy Support Vector Machines(F -SVMs). By applying the proposed approach to a pH neutralization titration experiment, F -SVMs MM not only provides satisfactory approximation and generalization property, but also achieves superior performance to USOCPN multiple modeling method and single modeling method based on standard SVMs.展开更多
基金National High Technology Research andDevelopment Program of China( Project 863 G2 0 0 1AA413 13 0
文摘A new multiple models(MM) approach was proposed to model complex industrial process by using Fuzzy Support Vector Machines(F -SVMs). By applying the proposed approach to a pH neutralization titration experiment, F -SVMs MM not only provides satisfactory approximation and generalization property, but also achieves superior performance to USOCPN multiple modeling method and single modeling method based on standard SVMs.