中南民族学院学报(自然科学版)2001,Vol.20Issue(1):46-49,4.
求解多元多重线性回归系数的BP算法
BP Algorithm for Estimating the Parameters of Multiple Linear Regression
摘要
Abstract
In this paper we propose a new kind of improved BP algorithm for estimating the parameters of multiple linear regression based on SCNN. The algorithm's primary idea is converting parameter estimation into solution of least square of systems of linear equations, then getting the solution of the equations by seeking generalized inverse of the coefficient matrix with BP algorithm. The algorithm is fit for programming the computer, without using division.关键词
多元线性回归/最小二乘解/结构可控的多层神经网络/BP算法Key words
multiple linear regression/solution of least square/SCNN/BP algorithm分类
数理科学引用本文复制引用
肖浩,刘次华,余启港..求解多元多重线性回归系数的BP算法[J].中南民族学院学报(自然科学版),2001,20(1):46-49,4.基金项目
国家樊登项目 ()