改进的偏最小二乘回归推荐算法
The Improved Partial Least Squares Regression Recommendation Algorithm

基于已有的相关 PLS算法,提出了针对 QSAR研究和工业过程控制建模的环境要求的 PLS回归改进算法:加强递归PLS算法.模拟实验结果表明:在实时建模过程中,该算法的性能优于传统的PLS回归算法.
Based on the related PLS algorithms, a new improved recursive exponentially weighted PLS regressions algorithms was derived for the QSAR research and industrial process control modeling. Simulation experiments show that in the real-time modeling process, the performance of this algorithm is superior to the traditional PLS regression algorithm