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Therefore, we assume that the behavior of our low-complexity solution will remain optimal with increasing parameters.
Out of this range, a Hopf bifurcation appears and, by increasing parameters, the periodic solution originated by the Hopf bifurcation degenerates into a chaotic attractor, therefore, preventing synchronization.
Considering the effect of experimental error, the change of NBO parameter value has a positive correlation with matching time and quantity of SIFT algorithm, with the increasing parameters of NBP values taken from left to right.
Taking into account experimental error, the change of magnif values has a negative correlation with matching time of SIFT algorithm, with the increasing parameters of r values taken from left to right.
Considering effect of experimental error, the change of NBO parameter value has a positive correlation with matching time of SIFT algorithm, with the increasing parameters of NBP values taken from left to right.
Considering effects of experimental error, the influence of NBP value change on matching time of SIFT algorithm firstly enhances and then decreases, with the increasing parameters of NBP values taken from left to right.
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The temperature decreases with increasing parameter of relaxation time, Philip n-diffusion or thermal diffusivity for temporal evolution.
This relationship, named the nested reduction, shows that the reducts act as a nested structure with the monotonically increasing parameter.
A histogram plot of each parameter showed a normal distribution and also residuals did not increase with increasing parameter values.
For the (co variance estimates, the sigma-point approach consistently outperforms linearization approach for increasing parameter variance level.
As the expected residual variance decreases with increasing parameter numbers for non-adequate model complexities, there should be a minimum around the correct parameter number [ 25, 26].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com