Monthly Runoff Prediction with RVM and SVM Optimized by Singular Spectrum Analysis and Gradient-Based Optimization Algorithm

Monthly Runoff Prediction with RVM and SVM Optimized by Singular Spectrum Analysis and Gradient-Based Optimization Algorithm

According to the idea of sequence decomposition-parameter optimization-subitem prediction-result superposition,we construct a medium and long-term monthly runoff prediction model integrating singular spectrum analysis (SSA)-gradient-based optimization (GBO) algorithm with correlation vector machine...

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Bibliographic Details
Main Authors: LIANG Xiaoxin, CUI Dongwen
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2022-01-01
Series:Renmin Zhujiang
Subjects:
monthly runoff forecast
singular spectrum analysis
gradient-based optimization algorithm
relevance vector machine
support vector machine
simulation test
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2022.01.015
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http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2022.01.015

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