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Exact(8)
The maximization in (9) can be solved by searching the optimum and such that the dual function is minimized, that is, (13).
The regression process of repeatedly adjusting these weights is designated as learning, which is stopped when the resulting error function is minimized, that is, the difference between the observed outcome and the calculated output [ 19].
In the following, the optimum, denoted by, will be determined such that the sum of and is minimized, that is, (29).
The basic idea of the DKM is to cluster the observations into a given number of groups, such that the sum of squared-errors is minimized, that is arg min_{mathbf{w}_{k}, mathbf{mu}^{p}_{jnk}} frac{1}{2} sum_{j=1}^{J} sum_{k=1}^{K} sum_{n=1}^{N_{j}} mathbf{mu}^{p}_{jnk} | mathbf{d}_{jn}-mathbf{w}_{k}|^{2}, (19).
The final model was that for which the Akaike value was minimized, that is, the model that provided best fit to the data whilst maintaining parsimony.
However, because the model-experiment comparisons in our study involved stochastic simulations, the objective functions that have to be minimized (that is, some distance measure between predictions and observations) are only estimated up to a certain error level.
Similar(52)
The RF range is calculated in location management phase, and the transponder of the node sets the transponder power to cover only the minimized RF range that is calculated based on node and parent locations.
In antagonistic control we find an input sequence that maximizes (or at least makes large) an objective that is minimized in typical control.
Also, the minimized function often reveals information that is not readily apparent from a nonminimized form.
Additionally, the use of context for the recommendation of Design Patterns gives the opportunity to the users to examine a minimized set of Design Patterns that is produced based on the problem description, the specific task description and the type that a shape of the diagram has.
In that way, ATP is preserved, as chances for mitophagy of depolarized and fragmented mitochondria are minimized., Moreover, the cytosolic ATP that is available is also effectively used, as nonelongated mitochondria would use more cytosolic ATP to maintain their membrane potential and thereby deplete ATP stores, accelerating the onset of cell death.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com