Ensemble of surrogates-based optimization for identifying an optimal surfactant-enhanced aquifer remediation strategy at heterogeneous DNAPL-contaminated sites
We established a new surrogate model of SEAR simulation model employing KELM. RBF, KRG, and SVR were employed as comparison to demonstrate effectiveness of KELM. Ensemble model was proposed and used in groundwater remediation optimization field. Ensemble model's accuracy is higher than the other individual surrogate models. Ensemble surrogate-based optimization is an efficient tool for optimal strategy identification.
optimization remediation strategy dnapl-contamination kelm ensemble surrogate