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An updating rule is designed to estimate actuator failure.
The updating rule at th iteration is given by: (14).
The updating rule of recursion is as follows: (28).
Jeffrey's model can be generalised by introducing a more general probability updating rule (e.g., Jeffrey conditionalisation).
The method is made adaptive by a closed form updating rule to renew the sampling parameters.
A distance-and-quality updating rule is used to maintain a healthy diversity of the population.
Under the updating rule (7), Figure 3 shows the synchronization errors of the 3 nodes.
The balanced training SVM-SGD also modifies the updating rule using the skewed misclassification costs.
With the upper memory size constraint, the CER decreases to 4.01% (MLE weight updating rule).
Figure 3 Synchronization errors of the 3 nodes under the updating rule ( 7 ).
Indeed, the DER of the very compact model is reduced more than 38% (to 3.04% with MLE weight updating rule) and more than 48% (to 2.26% with the FD weight updating rule) for the compact model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com