However, for the large parameter spaces typical of complex models, it is unlikely that a unique minimising parameter set exists and similar fitting results may be obtained from widely spaced parts of the parameter space.
The signal is designed to minimise the parameter covariance subject to the test constraints, and the performance index is selected such that the sensitivity of outputs to unknown parameters is maximized.
Closed form expressions for the H2 optimal control parameters that minimise the kinetic energy of the primary structure are derived.
Once we define an optimisation target, i.e. find parameters which minimise cross-validation error estimate, our aim is to find the optimal solution.
To allow for easy interpretation and to minimise the number of parameters, an effort was made to keep the model as simple as possible.
With a parameter estimation minimising a pressure criterion, the (P, T, x) technique associated with a mass balance leads to liquid vapour equilibrium modelling.
Structural model updating is an optimisation problem where parameters that minimise the errors between the model and the actual structure are sought.
The results indicate that preferred parameters to minimise the specific energy consumption are workpiece thickness, wire material, wire diameter, and pulse-OFF time in the order of significance.
Technically, this match is obtained by least-squares, adjusting the parameters to minimise the sum of the squared differences between ASM and VFM field strengths (see Olsen et al. 2003; Yin and Lühr 2011).
The authors in [24, 47] aim to reduce the complexity in resource provisioning of the Apache Hadoop framework [48], by enabling automated allocation of resources and configuration parameters, and minimise the incurred infrastructure cost.
