Method of constructing a metamodel for simulating technical data

摘要

The method involves constructing a metamodel from simulations constituting a training base with technical data vectors. The metamodel is a multidimensional pseudo-cubic thin plate type interpolation or quasi-interpolation spline having analytic function with parameters of standard deviation of specific vector components, scale expansion associated with component solutions of symmetrical linear system of specific dimension, response value for specific simulation of parameter value, smoothing parameter of value that is infinite or true interpolation and weight associated with simulation.