Theory and Modern Applications
Test function | Method | α | β | γ | Max. Error | COD, \(r^{2}\) |
---|---|---|---|---|---|---|
\(F_{1}\) | Proposed scheme | 0 | 0 | 0 | 0.01327875 | 0.999912128 |
0.5 | 0.5 | 0.5 | 0.012703223 | 0.999965192 | ||
1 | 1 | 1 | 0.012527293 | 0.999969234 | ||
1.5 | 1.5 | 1.5 | 0.012972964 | 0.999956775 | ||
2 | 2 | 2 | 0.013307217 | 0.999939037 | ||
RBF | Linear | 0.045764175 | 0.999020404 | |||
Thin plate | 0.02673708 | 0.999781811 | ||||
Gaussian | 0.016490476 | 0.999901308 | ||||
Multiquadric | 0.018715584 | 0.999944503 | ||||
\(F_{2}\) | Proposed scheme | 0 | 0 | 0 | 0.004299433 | 0.999888327 |
0.5 | 0.5 | 1 | 0.001704035 | 0.999981796 | ||
1 | 1 | 1 | 0.000423733 | 0.999998995 | ||
1.5 | 1.5 | 2 | 0.001262135 | 0.999989182 | ||
2 | 2 | 2 | 0.002189063 | 0.999969739 | ||
RBF | Linear | 0.007574866 | 0.99956425 | |||
Thin plate | 0.002558841 | 0.999952891 | ||||
Gaussian | 0.001716047 | 0.999979641 | ||||
Multiquadric | 0.001518386 | 0.99998958 | ||||
F3 | Proposed scheme | 0 | 0 | 0 | 0.006227877 | 0.999833076 |
0.5 | 0.5 | 0.5 | 0.002603843 | 0.999957872 | ||
1 | 1 | 1 | 0.00242092 | 0.999974602 | ||
1.5 | 1.5 | 1.5 | 0.002923569 | 0.999953996 | ||
2 | 2 | 2 | 0.003911407 | 0.999920738 | ||
RBF | Linear | 0.019392135 | 0.998325827 | |||
Thin plate | 0.004887544 | 0.999887104 | ||||
Gaussian | 0.001008888 | 0.999995475 | ||||
Multiquadric | 0.000371279 | 0.99999926 | ||||
\(F_{4}\) | Proposed scheme | 0 | 0 | 0 | 0.006370899 | 0.999779457 |
0.5 | 0.5 | 0.5 | 0.002586925 | 0.999963996 | ||
1 | 1 | 1 | 0.000130732 | 0.99999994 | ||
1.5 | 1.5 | 1.5 | 0.001748691 | 0.99998296 | ||
2 | 2 | 2 | 0.00310011 | 0.9999469 | ||
RBF | Linear | 0.011647112 | 0.999181379 | |||
Thin plate | 0.007628386 | 0.999786938 | ||||
Gaussian | 0.014452639 | 0.999286921 | ||||
Multiquadric | 0.006187163 | 0.999869078 |