Moreover, interval arithmetic can be used to discard infeasible areas of parameter space in a natural way and so to improve the results of traditional numerical algorithms.
This will give confidence in computational models as we push the capsule into areas of parameter space that are easier for the other parts of the power plant (accelerator, target fabrication) but have less margin and more instability growth.
These differences arise because priors play a crucial role in determining which areas of parameter space the values of the simulation will be drawn from, independent of the data at hand.
While Lohse shows convincingly that this interaction of parameter space with sampling can mislead the GMYC, it is not clear to what extent these problematic areas of parameter space exist in real datasets.
Levels of interpretive benefit sufficient to be subject to selection are also seen in less optimal areas of parameter space, in which the probabilities of the sign and favourable environment are not equal.
The purpose of this work was to discover the area of parameters of porous heat exchangers, where gain in heat transfer would exceed losses in hydraulics.
From the cost function plot, we observe a narrow area of parameters which seem to produce a similar output as the reference parameter θ ref. This shows that the two model parameters are not simultaneously identifiable from the considered output, and indicates that there may exist a functional dependence between the parameters u1 and u2 such that the model yields similar outputs y(t).
PCD is more successful (higher number of wins) over a larger area of parameter space.
For more structured environments, with say r = 0.9 shown in Fig. 2B, the PCD+ strain wins over a much larger area of parameter space.
After showing how robustness measures can be obtained for a wide variety of processors, we then illustrate a specific application that can be applied to the area of parameter estimation.
In particular, the voltage dynamics became chaotic in a wide area of parameter space.
