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Tools for enhancing the application of self-organizing maps in water resources research and engineering 期刊论文
, 2020, 卷号: 143
作者:  Clark S.;  Sisson S.A.;  Sharma A.
收藏  |  浏览/下载：30/0  |  提交时间：2020/07/28
Application programs  Clustering algorithms  Conformal mapping  Data mining  Heuristic methods  Self organizing maps  Environmental measurements  Exploratory analysis  High dimensional data  Hydrologic applications  Modifying parameters  Parameter selection  Training parameters  Water resource systems  Water resources  
Identifying groundwater contaminant sources based on a KELM surrogate model together with four heuristic optimization algorithms 期刊论文
, 2020, 卷号: 138
作者:  Zhao Y.;  Qu R.;  Xing Z.;  Lu W.
收藏  |  浏览/下载：27/0  |  提交时间：2020/07/28
Contamination  Efficiency  Genetic algorithms  Groundwater  Groundwater pollution  Heuristic algorithms  Knowledge acquisition  Learning algorithms  Machine learning  Modular robots  Particle swarm optimization (PSO)  Quantum computers  Contaminant concentrations  Contaminant sources  Extreme learning machine  Groundwater contaminants  Heuristic optimization algorithms  Heuristic search algorithms  Source characteristics  Traditional genetic algorithms  Computational efficiency  accuracy assessment  genetic algorithm  groundwater pollution  identification method  machine learning  optimization  reliability analysis  surrogate method