Concepedia

A stochastic optimization model based on adaptive feedback correction process and surrogate model uncertainty for DNAPL-contaminated groundwater remediation design

Xue Jiang, Wenxi Lu, Na Jin, Zeyu Hou, Yanxin Wang, Baoming Chi

Stochastic Environmental Research and Risk Assessment · 2018 · 18 citations · 46 references

Concepts

Stochastic Optimization ModelEngineeringStochastic OptimizationEnvironmental EngineeringUncertainty QuantificationSensitivity AnalysisGroundwater ManagementModel UncertaintyRobust OptimizationDynamic Optimization

References

46

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 12.6K citations

Support Vector Machine, Engineering, Pattern Recognition +5

Efficient tests for normality, homoscedasticity and serial independence of regression residuals

Carlos M. Jarque, Anil K. Bera · Economics Letters · 1980 · 4.1K citations

Regression Residuals, Biostatistics, Statistical Inference +5

Surrogate-based analysis and optimization

Néstor V. Queipo, Raphael T. Haftka, Wei Shyy et al. · Progress in Aerospace Sciences · 2005 · 2.3K citations · Full text

Continuous Optimization, Derivative-free Optimization, Data Surrogate +2

Recent advances in surrogate-based optimization

Alexander I. J. Forrester, Andy J. Keane · Progress in Aerospace Sciences · 2009 · 2.2K citations

Continuous Optimization, Derivative-free Optimization, Data Surrogate +2

Alternatives for Ground Water Cleanup

Paul F. Hudak · Eos · 1995 · 408 citations

Hydrogeology, Engineering, Environmental Engineering +13