Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models - Xia, Wei; Shoemaker, Christine; Akhtar, Taimoor; Nguyen, Manh-Tuan (Environmental modelling & software : with environment data news, 2021)
Keywords: Algorithms; Calibration; computer software; Derivatives; Dynamic coordinate search; Environment models; Environmental modeling; Evolutionary computation; Global optimization; Heuristic methods; High-performance computing; humans; hydrodynamics; Lake hydrodynamics; lakes; Optimization; Parallel optimization; Parameter calibration; Parameters; Surrogate model; system optimization; Three dimensional models; Global optimization; Surrogate model; Parameter calibration; Parallel optimization; High-performance computing; Dynamic coordinate search; Lake hydrodynamics