中国烟草科学Issue(4)：67-71,5.DOI:10.3969/j.issn.1007-5119.2013.04.014
具有可信度分析的卷烟质量评估模型预测控制方法
Predictive Control Method with Credibility in Cigarette Sensory Evaluation
曾建新 1宫会丽 2石硕 2杨宁3
作者信息
- 1. 红塔集团工程设备技术部信息网络管理科,云南 玉溪,653100
- 2. 中国海洋大学信息科学与工程学院,青岛,266071
- 3. 青岛海大新星计算机工程中心,青岛,266071
- 折叠
摘要
Abstract
In order to improve mechanical and blind prediction behavior of some built models, a classifier prediction control algorithm was designed with flue-cured tobacco and burley tobacco in different producing areas as experimental samples. It had the characteristic of rejecting recognition and credibility analysis through integrating several theories and methods including hypothesis testing, convex hull, interior point analysis and sequence random testing. The results demonstrated that classifier could effectively accept test sample set and give predictive values and reliability reference values of test data in convex hull. In the meanwhile, classifier could also accurately reject burley tobacco sample and special type flue-cured sample, which was different from flue-cured sample set. The feasibility and validity of classifier were verified through different type of testing data, especially the practicality of cigarette sensory evaluation was based on expert experience or domain knowledge.关键词
卷烟/感官评估/智能技术/支持向量机/可信度分析Key words
cigarette/sensory evaluation/intelligent technology/support vector machine/credibility analysis分类
农业科技引用本文复制引用
曾建新,宫会丽,石硕,杨宁..具有可信度分析的卷烟质量评估模型预测控制方法[J].中国烟草科学,2013,(4):67-71,5.
