Maximum likelihood estimates were found by optimization over all four parameters simultaneously, using the optimize function found in the R package [ 24].
By empirical optimization over the development data set and considering the analysis carried out in Section 3, we choose the model switching threshold θ 1=23 dB.
With explicit representation of the pair family types, Equation ((3.1)) becomes Here, we use the abbreviations which are obtained by carrying out the optimization over the combinations of base pairing types at all triples.
By continuously proceeding over the optimization horizon, updating the system states and repetitively performing the optimization over the rolling future horizon, the RHO can effectively mitigate the negative impacts of the forecast errors.
Although the general scheme of our approach includes synchronous optimization over the entire chromosomal length (global analysis), a higher computational efficiency was achieved by local analysis based on segmentation of the total map into regions of local conflicts separated by regions of no conflicts and employing the consensus optimization criterion for each conflict region separately.
In [57], the power savings achieved by optimization of the physical topology of IP over WDM networks is investigated in terms of non-bypass and bypass approaches under nodal degree constraints, traffic symmetry, and renewable energy availability.
TCMC makes this explicit, by performing optimization over a lower dimensional space, spanned by the lower dimensional vectors v, instead of the entire parameter space, spanned by the higher dimensional vectors κ.
The decentralized feedback gains are determined by convex optimization over LMIs.
