An evaluation of adaptive surrogate modeling based optimization with two benchmark problems - Wang, Chen; Duan, Qingyun; Gong, Wei; Ye, Aizhong; Di, Zhenhua; Miao, Chiyuan (Environmental modelling & software : with environment data news, 2014)
Keywords: Adaptive sampling; Adaptive surrogate modeling based optimization; Animal, plant and microbial ecology; Benchmarking; Biological and medical sciences; Computationally intensive computer models; Computer simulation; computer software; Design of experiment; Fundamental and applied biological sciences. Psychology; General aspects. Techniques; Global sensitivity analysis; hydrologic models; Hydrology; Mathematical models; Methods and techniques (sampling, tagging, trapping, modelling...); Monte Carlo method; Monte Carlo methods; normal distribution; Optimization; Sampling; simulation models; system optimization; Adaptive surrogate modeling based optimization; Global sensitivity analysis; Adaptive sampling; Computationally intensive computer models; Design of experiment; Evaluation; Sensitivity analysis; Modeling; Optimization; Experimental design; Models; Sampling; Adaptation