Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models
Wei Xia, Christine A. Shoemaker, Taimoor Akhtar, Manh‐Tuan Nguyen
Topics & Concepts
Maxima and minimaCalibrationSurrogate modelComputer scienceDifferential evolutionAlgorithmHeuristicMathematical optimizationOptimization problemGlobal optimizationParallel algorithmParallel computingMathematicsArtificial intelligenceMachine learningMathematical analysisStatisticsAdvanced Multi-Objective Optimization AlgorithmsWater resources management and optimizationPrecipitation Measurement and Analysis