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The accuracy of this element makes the convergence rate better than the conventional cubic element or other used elements.
Furthermore, another fault tolerant coordination scheme is constructed by using uniform quantizers which makes the convergence set to go to a bounded set.
Forbidding players to sever their links, although limits the applicability of model, makes the convergence of equilibrium networks possible for the network formation.
This makes the convergence very rapid regardless of the high dimensionality of θ if the Gaussian approximations for the posterior function are adequate.
We proved that with logarithmic quantizers, under undirected connected graph, the fault tolerant coordination scheme can be designed which makes the convergence set of the system goes to the origin.
For a large electrical transformer, the number of actuators and error sensors needed to achieve a significant global noise reduction can be up to hundreds, and this makes the convergence of the FXLMS algorithm very slow.
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We have made the convergence test with a still greater number of basis functions.
To make the convergence faster, we modify these operators so that they reproduce constant as well as linear functions.
When designing an associative memory neural network, we should make the convergence speed as high as possible to ensure the quick convergence of the network operation.
The reduction in dimension and no involvement of equality constraints will in practice make the convergence faster and easier, and a much smaller computational cost is expected.
Also the fact that fewer equality constraints are involved in solving the formulated nonlinear programming will make the convergence a lot easier.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com