Exact(11)
Then the new adaptive controller updates the parameters and the control signal periodically in a pointwise between two consecutive spatial cycles.
The outer loop is composed of a parameter estimator and an adaptation algorithm that updates the parameters of the PID controller on the basis of the result of a system identification procedure.
Batch size (BS): The "batch" learning accumulates contributions for all data points, then updates the parameters.
A cycle is made of L steps and each step updates the parameters of a single path.
The second step (M-step) updates the parameters of the GMM on the basis of the responsibilities of the previous E-step (Equation 4-7).
All the parameters are initialized randomly and updated by stochastic gradient descent (SGD), and each iteration of gradient descent updates the parameters W ll),b (l) in layer l as follows: begin{array}{*{20}l} boldsymbol{W}^ { l} &:= boldsymbol{W}^ { l} - alpha frac{partial}{partial boldsymbol{W}^ { l}}J boldsymbol{W},boldsymbol{b}) end{array} (6).
Similar(49)
*-* and sets up (updates) the parameter lists.
The sequential detection algorithm updates the parameter as new data becomes available.
For updating the parameters of the fuzzy system, an adaptation proportional-integral (PI) law is proposed.
DisSVRG adopts the variance reduction technique to update the parameters in a model.
Moreover, a recursive algorithm for online updating the parameters of the failure prognosis model is developed.
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