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System and method for automated model calibration, sensitivity analysis, and optimization
System and method for automated model calibration, sensitivity analysis, and optimization
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机译:用于自动模型校准,灵敏度分析和优化的系统和方法
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摘要
A computer-implemented interface apparatus for automated calibration can include an architecture for automatically managing interchangeable input parameters, interchangeable output objective functions, and interchangeable optimization methods. Prior to calibration, this architecture allows a user to quickly and easily eliminate the vast majority of input values and combinations, thus drastically simplifying the process of calibration (via simulation-based optimization). The interface apparatus can be used to provide an efficient and practical self-calibration method for computer models, having any number of input and output parameters. Users can adjust the selection of parameters to affect, and in some cases fully control, required computer run times for automated calibration.
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