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There is no evidence that rhs and mafB are homologous, and so their structurally analogy may reflect a convergence enforced by common mechanistic constraints.
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Following the POCS regularization formalism [9], the convergence enforcing projectors in the iterated procedure (32) are to be constructed formally as (33).
The methodology employed in experiments is to execute each algorithm until convergence enforcing a time and memory cutoff of 1 h and 3GB, respectively.
Second, the POCS regularization is proposed to be performed in an aggregated multi-level fashion to make the optimal use of the non-trivial RS system model information for constructing the corresponding robustness and convergence enforcing POCS operators.
where is a convergence enforcing projector (i.e., the POCS-regularizing operator) that will be construct at the second design stage (in the next subsection).
The innovative idea of this paper is to aggregate the DEDR-optimal fixed-point iterative reconstruction/enhancement procedures developed in the previous studies [7, 8, 10] with the multi-level robustness and convergence enforcing regularization via constructing the proper projections onto convex sets (POCS) in the solution domain.
To guard against slow convergence, we enforce a criterion to terminate the iteration if the difference between the old and new candidates of h(t) is below a threshold.
For TD, convergence can be enforced with a certain output condition assuring that the δ-error drops on average to zero (output control).
However, FOLC is careful to avoid the ever-present colonial impulse, built into traditional education, that deep and meaningful learning requires directive leaders to enforce convergence and offer "correct" resolutions to problems.
The CL-rules enforce convergence via x0 = 0, which represents an input condition.
Looking back at Fig. 2b, it becomes clear that setting r = 0 does not enforce convergence.
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