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1.3.3.2 Multivariate Dynamic Kriging (MDK) 15
Input-output signal for the MDKs observer validation. 110
Ordinary Kriging (OK) and Multivariate Dynamic Kriging (MDK) models have been used in many surrogate based optimization studies in the chemical process engineering area, showing high accuracy and capability to model complex highly nonlinear systems with a relatively small number of training data.
1.3.3.2 Multivariate Dynamic Kriging (MDK)
MDK is based on the construction and training of OK models that are trained to capture the incremental evolution of the system, i.e. the system future state/output variables over one time step.
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