Exact(1)
ANFIS membership functions' parameters are formed as variables of the BP and the mean squared error is utilized as a cost function in BP.
Similar(59)
The maximum number of iterations and minimum defined error are utilized as stopping criteria, such that if one of the conditions is satisfied the optimization process in terminated.
Closure strategies were utilized as necessary.
Descriptive statistics were utilized as appropriate.
The root mean square error (RMSE) is utilized as the performance measure.
The root mean square error (RMSE) is utilized as the performance measure and is defined as RMSE=sqrt{frac{1}{200}sum_{i=1}^{200}left[{left({widehat{theta}}_i-{theta}_iright)}^2+{left({widehat{varphi}}_i-{varphi}_iright)}^2right]} (46 where ( left{{widehat{theta}}_i,{widehat{varphi}}_iright} ) are the estimates of elevation angles and azimuth angles, respectively, at the ith run.
The mean absolute error (MAE) is utilized as the performance evaluation.
The error between the covariance matrices of innovation measurements and their corresponding estimations/predictions is utilized as the cost function.
The absolute percentage error (APE) was utilized as a generalizable measure of accuracy [ 8, 9].
The B-Spline curves modeling combining the errors compensation system can be utilized as an effective approach to improve the accuracy of the CNC gantry type milling centers.
Highest order polynomial coefficients of singular vectors (eigenvectors) are utilized as square error to obtain a compact decomposition based on phase alignment of frequency samples.
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