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From these figures, we find that n = 2 iterations are sufficient for convergence purpose.
We therefore derive a semi-analytical result of the estimation error in (21) and based on which, we can also derive the initial conditions on the channel estimation and SER for the convergence purpose.
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The data was measured three times for each number of participants in each scenario for convergence purposes.
First of all, it can be observed that, for most of the parameters in different breath cycles, the estimates are converged to the specific value throughout the iterations (notice that for Figure 8(b), because of the convergence purposes).
However, unlike parallel Monte Carlo simulation, a major concern with running multiple MCMC is that the overall reduction in runtime from parallelism can be limited by the portion of each chain to be discarded in the beginning of MCMC sampling for convergence purposes (i.e., burn-in).
The calculation of average stiffness properties of both an oblong fiber-matrix representative volume element (RVE) and a plain weave composite RVE is performed for verification and convergence evaluation purposes.
Since it is necessary to solve a mixed-integer nonlinear program (MINLP) for this purpose, the convergence of corresponding numerical optimization process is not guaranteed.
The competition among teams to take the possession of the top ranked positions in the league table and the internal competitions between players in each team for personal improvements are used for simulation purpose and convergence of the population individuals to the global optimum.
For the analysis purpose (facilitating convergence of the model), the LBD was transformed using log10, and then back transformed for interpretation.
For this purpose, a systematic convergence measurement is usually implemented to adjust the design during the whole construction, and consequently deadly hazards can be prevented.
A methodology is proposed for implementing logic and engineering knowledge within a Branch-and-Bound algorithm and with a purpose to accelerate convergence.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com