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For constant step sizes an error bound on expected distance from a NE is established.
The effectiveness of the controller is verified using different kinds of speeds of constant, step and sinusoidal types.
We adopted an algorithm with constant step in each time segment to speed up the forward modeling.
The effectiveness of the proposed algorithm is demonstrated via simulation for both diminishing and constant step sizes.
Motivated by practical concerns, we next consider the constant step size case, for which we establish weak convergence.
Confocal cross-section images were sequentially acquired at one point at the center of each microdevice with a constant step size of 0.5 µm.
A method is given for designing an LTI state feedback controller to asymptotically track a constant step reference with no overshoot and arbitrarily small rise time.
In synchronous elastic circuits, elasticity is like that they are able to stretch or shrink the clock's pulses with a constant step.
The beam was pointed at 33 angles over range of 0 48° for the elevation angle with a constant step width of 1.5°.
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The proposed algorithm is simply Stochastic Gradient Descent with a constant step-size (and averaging for the output).
Compared to the iterative method with constant step-size, the most innovative character of the algorithm proposed is its capability of shortening tracking time and improving the convergence in weights updating process for complex systems or large-scale networks.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com