Sentence examples for function surrogate from inspiring English sources

A radial basis function surrogate model (response surface) is used to select candidates for integer and continuous decision variable points at which the computationally expensive objective and constraint functions are to be evaluated.

Even though these techniques have been shown to work well for test bench functions, we found them not offering a considerable improvement compared to an individually used cubic radial basis function surrogate model.

We measured the provocative dose of methacholine producing a 20% fall in FEV1 (methacholine PD20) as the primary outcome, with secondary outcomes being lung function, surrogate inflammatory markers, diary card responses, quality of life, and safety.

Design of experiments are used to build polynomial and Radial Basis Function surrogates as functions of two design parameters: inter-turbine longitudinal and lateral spacing, with a view to approximating the capacity factor of turbine arrays with inline and staggered layouts, each of which having a fixed number of turbines.

Based on these objective function values, surrogate models were constructed to approximate the objective functions.

But even more valuable than the formal networks, expatriates say, are the loose circles of friends that function like surrogate families.

A radial basis function based surrogate model is developed to approximate the objective functions and reduce the computing cost.

The proposed method is implemented using cubic radial basis function (RBF) surrogate models to assist the ES.

Some studies refer to the metamodelling approach as function approximation, surrogate modelling, response surface methodology or model emulation.

Clinical trials often rely on echocardiographic measures of left ventricular size and function as surrogate end points.

The proposed method for width determination generates almost no excessive calculation costs, and improves the accuracy, reliability, and stability of the Radial Basis Function (RBF) surrogate model notably.