Ensemble of surrogates-based optimization for identifying an optimal surfactant-enhanced aquifer remediation strategy at heterogeneous DNAPL-contaminated sites.
Xue JiangWenxi LuZeyu HouHaiqing ZhaoJin NaPublished in: Comput. Geosci. (2015)
Keyphrases
- optimal strategy
- joint optimization
- optimization strategies
- optimal design
- approximately optimal
- neural network
- optimization strategy
- optimization problems
- optimization algorithm
- constrained optimization
- optimal solution
- optimal selection
- max min
- website
- worst case
- random forest
- base classifiers
- noisy data
- global optimization
- random forests
- ensemble learning
- selection strategy
- heterogeneous networks
- evolutionary strategy
- finding optimal
- ensemble methods
- feature selection
- control policy
- pruning algorithm
- machine learning
- data sets