Swarm intelligence machine-learning-assisted progressive global optimization of DNAPL-contaminated aquifer remediation strategy

Swarm intelligence machine-learning-assisted progressive global optimization of DNAPL-contaminated aquifer remediation strategy

Remediation projects of DNAPL-contaminated groundwater generally face difficulties of low contaminant removal rate and high remediation cost. Hence, a machine-learning-assisted mixed-integer multi-objective optimization technique was presented for efficiently programming remediation strategies. A sw...

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Bibliographic Details
Main Authors: Yunfeng Zhang, Huanliang Chen, Minghui Lv, Zeyu Hou, Yu Wang
Format: Article
Language:English
Published: IWA Publishing 2023-03-01
Series:Water Supply
Subjects:
dnapls
groundwater contamination
machine learning
multi-objective optimization
progressive global searching
Online Access:http://ws.iwaponline.com/content/23/3/1250

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