Table A1.
Numerical Results of NAR & RBFs Based Model for all Variable in SITR Model (Scenario-1, Case-2).
| Input | Value of Target Output |
MSE of NAR Based Model |
MSE of RBFs Based Model |
||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| t | S1(t) | S2(t) | I(t) | T(t) | R(t) | S1(t) | S2(t) | I(t) | T(t) | R(t) | S1(t) | S2(t) | I(t) | T(t) | R(t) |
| 0.5 | 0.68602 | 0.254858 | 0.158557 | 0.316124 | 0.135108 | 2.65E-14 | 5.25E-14 | 1.96E-14 | 1.75E-14 | 1.69E-14 | 9.48e-15 | 1.86e-14 | 7.10e-15 | 6.21e-15 | 5.83e-15 |
| 1.0 | 0.717491 | 0.346206 | 0.168534 | 0.286664 | 0.161638 | 1.68E-14 | 3.23E-14 | 1.39E-14 | 1.10E-14 | 1.27E-14 | 2.74e-15 | 5.61e-15 | 1.98e-15 | 1.77e-15 | 1.64e-15 |
| 1.5 | 0.744643 | 0.42544 | 0.18003 | 0.261169 | 0.181198 | 3.90E-16 | 8.93E-16 | 2.31E-16 | 2.98E-16 | 1.83E-16 | 5.03e-18 | 6.84e-20 | 2.42e-18 | 2.90e-19 | 4.36e-18 |
| 2.0 | 0.767688 | 0.493859 | 0.193155 | 0.239214 | 0.195267 | 1.77E-15 | 3.05E-15 | 1.78E-15 | 1.28E-15 | 1.83E-14 | 5.33e-16 | 1.01e-15 | 3.63e-16 | 3.33e-16 | 2.97e-16 |
| 2.5 | 0.786841 | 0.552756 | 0.20802 | 0.22038 | 0.205316 | 2.19E-15 | 4.22E-15 | 1.91E-15 | 1.39E-15 | 1.62E-14 | 2.28e-18 | 1.93e-18 | 1.36e-18 | 8.12e-18 | 5.73e-19 |
| 3.0 | 0.802317 | 0.603424 | 0.224736 | 0.204246 | 0.212815 | 1.37E-15 | 3.04E-15 | 1.12E-15 | 9.78E-16 | 8.81E-14 | 6.56e-16 | 1.37e-16 | 5.31e-16 | 4.57e-16 | 4.36e-16 |
| 3.5 | 0.814327 | 0.647156 | 0.243413 | 0.190391 | 0.219232 | 1.91E-14 | 4.14E-14 | 1.70E-14 | 1.10E-14 | 1.31E-14 | 1.00e-16 | 1.57e-16 | 7.30e-16 | 4.70e-16 | 7.67e-16 |
| 4.0 | 0.823088 | 0.685245 | 0.264161 | 0.178395 | 0.22604 | 7.18E-13 | 1.47E-13 | 6.02E-13 | 5.08E-13 | 5.00E-13 | 1.48e-15 | 3.15e-15 | 1.25e-15 | 1.07e-15 | 1.02 -15 |
| 4.5 | 0.828812 | 0.718985 | 0.287092 | 0.167837 | 0.234706 | 1.02E-16 | 3.81E-16 | 1.79E-16 | 1.84E-16 | 1.35E-16 | 7.80e-17 | 1.27e-16 | 3.88e-17 | 3.81e-17 | 2.85e-17 |
| 5.0 | 0.831713 | 0.749668 | 0.312316 | 0.158296 | 0.246702 | 8.24E-16 | 1.62E-15 | 5.77E-16 | 5.44E-16 | 5.17E-16 | 2.37e-17 | 4.79e-17 | 1.38e-17 | 1.58e-17 | 1.19e-17 |