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In our system described by the differential equation (2), it is physically clear that the size ∥u∥∞ of the output deflection u cannot be too large compared to the size ∥w∥∞ of the input loading w.
This "shrinking the space" idea also conforms with the physical intuition that the norm of the resulting beam deflection cannot be too large compared to that of the input loading w.
Of course, the modeled Mg+ would now be too large compared with the observations.
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In general, when the feature dimensions are too large compared with the scale of the sample set, overfitting problems can arise.
Notice that RBS demands O(L4) packets in a single-hop network, which is too large compared with both TPSN and FTSP.
Figure 2(a) illustrates this scenario where the quantization step sizes of Copy 1 and 2 are too large compared with that of Copy 3.
For example, if the quantization step size of one copy is too large compared to another, there is a high probability that the QCS interval determined by the smaller quantization step size is entirely confined by the other QCS interval.
However, NEMA phantom and other commercially available phantoms have limitations with respect to evaluation of small lesions as their spheres are too large compared to the size of small lesions that can be detected in clinical practice.
As can be seen from the figure, when is too large compared to (e.g., ), most of the narrow QCS through intersection has the same size as the QCS from the first copy, resulting in not much distortion reduction.
Below 1 s, beamforming can no longer be performed on the full network because the station spacing is too large compared to the wavelength of the seismic noise, which results in aliasing effects.
A narrower QCS cannot be obtained when the quantization step sizes of Copies 1 and 2 are too large compared with that of Copy 3.The relative position of each QCS that is partly determined by the prediction value may help to reduce the size of the narrow QCS.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com