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Updated: Feb 24, 2026

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
11:53

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Published on: December 9, 2012

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帕雷托基因:生成机器学习模型推进帕雷托最佳功能边界 - - 危险性权衡在PER和多基物质中的绿色替代设计

Haobo Wang1, Wenjia Liu1, Jingwen Chen1

  • 1Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), Dalian Key Laboratory on Chemicals Risk Control and Pollution Prevention Technology, School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China.

Environmental science & technology
|February 23, 2026
PubMed
概括

这项研究介绍了ParetoGen,这是一种机器学习方法,用于设计更安全的化学替代品. 帕雷托基因优化了功能和危险权衡,创造了优于现有选择的绿色化学品.

关键词:
生成型机器学习是一种机器学习.绿色替代是一种绿色替代.工业化学品 工业化学品多参数优化多参数优化perfluoroalkyl 和 polyfluoroalkyl 化学物质的使用情况.

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