In fact, this correlation approach is optimum in a least squares (LS) sense boldsymbol{h}_{text{LS}}^{(i)}=underset{boldsymbol{h}}{text{arg min}}, | boldsymbol{y}^{(i }-boldsymbol{R}boldsymbol{h} |_{2}=left(underbrace{boldsymbol{R}boldsymbol{R}^{H}}_{Lboldsymbol{i }-boldsymbol{ boldsymbol{R}boldsymbol{hbol{y}^{(i)}~. (40).
For the remaining symbols, the correlation will be optimum in case of a 144 length window because we shall use the whole 144 CP samples in the correlation.
Accordingly, the overall idea of this research is to improve HSMM context generalization by taking advantage of a distribution which not only matches training data in many overlapped contextual regions but also is optimum in the sense of an entropy criterion.
This constraint can be solved selecting proper machine setup conditions, which still largely relies on a trial and error method, and sometimes this approach is not optimum in a productivity sense.
The review participants are Optimum, Zenith and Universal McCann in New York, a McCann-Erickson sibling.
When the stiffness of the assembly of scales is optimum, the scales are effective in dissipating a significant proportion of the impact energy as they deform.
A volume of 600 μl PEG 200 was found to be an optimum in terms of time stability and SERS enhancement.
To test whether L - E - X = 0 (that is, whether the lysis time was at an optimum in an environment), we used empirical data to simulate a normal distribution for eclipse time, post-infection lysis time, lysis variance, and r (growth rate), parameterized with the means and variances calculated from the data.
To investigate if our algorithm is easily trapped in a local optimum, we have also tested different initial parameter values.
However, there is an optimum in the number of MRs, which in the InH case is around 10.
