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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).
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.
In each iteration, the BW procedure updates the parameters of the "emission" distributions e and the parameters of the "transition" distributions t such that each parameter value is proportional to the average (over all of the observed sequences) of the expected number of uses of the corresponding emission (or transition).
Similar(56)
We adopt the SGD [29] to update the parameters of the siamese network.
For updating the parameters of the fuzzy system, an adaptation proportional-integral (PI) law is proposed.
Moreover, a recursive algorithm for online updating the parameters of the failure prognosis model is developed.
We repeat the squared distance minimization and update the parameters of the quadratic curve and surface by iterations until convergency.
Considering the economy and security, a closed-loop identification method is adopted to update the parameters of the model.
In [15], type-2 fuzzy neural network with fuzzy clustering method is used to identify structures and update the parameters of the condition and the gradient algorithm is used to update the parameters of the result.
We apply the segmentation result to update the parameters of the Gaussian distribution model and then utilize the new distribution parameters to initialize GraphCut optimization.
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