Research Article
Efficient Parameters Estimation Method for the Separable Nonlinear Least Squares Problem
Table 6
Sums of the squared residuals between predicted value obtained by the three methods and the true observations in Example 2.
| | Method | y_SSR (max) | y_SSR (min) | y_SSR (mean) | MSE | Iteration times (mean) | Function count (mean) |
| | LMunSep | 7.30E − 04 | 2.60E − 04 | 3.78E − 04 | 1.89E − 06 | 161.4 | 2516.2 | | LMVP + LS | 8.37E − 04 | 3.60E − 04 | 5.84E − 04 | 2.92E − 06 | 20.8 | 207.7 | | LMVP + CCVL | 4.12E − 04 | 3.17E − 05 | 1.90E − 04 | 9.52E − 07 | 20.8 | 207.7 |
|
|