Dissolved Oxygen Prediction Based on SOA-SVM and SOA-BP Models

Dissolved Oxygen Prediction Based on SOA-SVM and SOA-BP Models

To improve the accuracy of dissolved oxygen prediction,this paper researches and proposes a prediction method that combines seagull optimization algorithm (SOA) with support vector machine (SVM) and BP neural network,prepares four prediction schemes based on the monthly dissolved oxygen monitoring d...

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Bibliographic Details
Main Author: ZHANG Xuekun
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2021-01-01
Series:Renmin Zhujiang
Subjects:
dissolved oxygen prediction
seagull optimization algorithm
support vector machine
BP neural network
parameter optimization
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.04.015
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http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.04.015

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