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Lastly, we give the most suitable number of sampling points by using UASM.
To overcome the limitations of the CA method, the most suitable number of clusters should be considered and (Delta t) must be detected objectively.
With the analysis results, a method was proposed to find out the peak time of the charging station and the most suitable number of charging equipment for the fast charging station.
When determining the number of factors, examination of the prediction residual error sum of squares (PRESS) or standard error of cross validation (SECV) curves can help to identify the most suitable number of factors for each model.
This problem can be alleviated by using a reconfigurable parallel mechanism that consists of standard six-DOF actuated legs, which can be efficiently configured into the most suitable number of degrees of freedom required for given tasks.
Using this algorithm, no pre-assignment of the number of rules in the dynamic fuzzy network is required, since it can always help to find the most suitable number of rules.
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Besides, discussions about the most suitable chirps' number for the waveform, the influence of targets position and chirp rates chosen, and the design trade-off of double V-chirp waveform in hardware transmitting and detection performance loss are also illustrated in this section, which make the model adaptive to more complex situations.
A preliminary experiment was conducted to find the most suitable cluster numbers for the FCM clustering in Step 4. Cluster numbers ranging from 6 to 100 were tested.
The most suitable membership function and number of membership functions are found as Gauss and 2, respectively.
The most suitable algorithm with appropriate number of neurons in the hidden layer which provides the minimum error is found to be the Levenberg Marquardt (LM) algorithm.
The most suitable algorithm and the number of neurons in the hidden layer were determined as Levenberg Marguardt with 3 neurons.
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