Application of Combined Multiple Linear Regression Model in Runoff Prediction

Application of Combined Multiple Linear Regression Model in Runoff Prediction

In order to improve the hydrological prediction accuracy,a shuffled frog leaping algorithm (SFLA)-combined multiple linear regression (CMLR) runoff prediction model is proposed.This paper first builds a CMLR model based on principal component analysis (PCA) data with and without dimensionality reduc...

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Bibliographic Details
Main Author: GUO Cunwen
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2021-01-01
Series:Renmin Zhujiang
Subjects:
runoff prediction
combined multiple linear regression
dimensionality reduction
shuffled frog leaping algorithm
sparameter optimization
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.07.007
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http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.07.007

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