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Complexity
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2020
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Article
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Tab 3
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Research Article
Efficient Parameters Estimation Method for the Separable Nonlinear Least Squares Problem
Table 3
Sum of the squared residuals between predicted values obtained using the three methods and the true observations in Example 1.
Method
y_SSR (max)
y_SSR (min)
y_SSR (mean)
MSE
Iteration times (mean)
Function count (mean)
LM
unSep
5.0763
3.0089
4.2680
0.0107
11.9
251.5
LM
VP
+
LS
5.0763
3.0089
4.2680
0.0107
9.8
144.9
LM
VP
+
CVCL
14.3523
7.3535
9.9158
0.0248
9.8
144.9