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To assure convergence, we assume that (6).
Necessary and sufficient conditions to assure convergence of this observer are given.
Such a thickness was enough to assure convergence in surface energy with respect to the slab thickness.
These convergence results are not completely reassuring, however, because they only apply to agents who already have significant agreement in their priors and they do not assure convergence in any reasonable amount of time.
A new adaptive strategy for choosing parameters is also proposed to assure convergence of IPSO method, and the proposed algorithm adopts the orthogonal design to generate initial population that are scattered uniformly over feasible solution space.
This permits a precise representation of the mean local intensity but to assure convergence at the decoder requiring a modification of the photometric transformation, without a constraint on the intensity scaling coefficients[17].
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In addition, sufficient condition assuring convergence of the error to zero in finite time based on Lyapunov theory is presented.
The sliding mode estimator not only permits the model states to be calculated analytically, it also assures convergence of the predicted model output towards the actual process output.
Since the EM algorithm only assures convergence to a local optimum, we performed 10 repeated runs of EM with random initializations, and chose the run with the maximum log-likelihood.
In the interpretation of sequence spaces, the well-established traditional convergence has got innumerable applications where the convergence of a sequence demands that almost all elements are to assure the convergence condition, that is, every element of the sequence is required to be in some neighborhood of the limit.
The proposed approach is analytically shown to converge and the necessary magnitude of perturbations to assure this convergence is derived.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com