重庆理工大学学报:自然科学2012,Vol.26Issue(6):107-110,4.
S-SMART最大熵法及在小样本中的应用
Application of S-SMART Maximum Entropy Method in Small Sample
摘要
Abstract
Based on the S-SMART methods to solve the problem of small sample advantage, and in the concept of entropy based on information, the S-SMART maximum entropy method is used to deter- mine the Bayes prior distribution. First it will expand the sample' s volume, and then use the maxi- mum entropy method to determine the prior distribution. This method can avoid the subjective factors and is effective in solving the problem of small sample. Through the simulation of different amplifica- tion got good results show the feasibility and validity of this method.关键词
小样本/S-SMART方法/最大熵法/贝叶斯方法Key words
small sample/S-SMART method/maximum entropy method/Bayes method分类
数理科学引用本文复制引用
屈云利,朱永忠..S-SMART最大熵法及在小样本中的应用[J].重庆理工大学学报:自然科学,2012,26(6):107-110,4.基金项目
国家自然科学基金资助项目 ()