Solving Nonlinear Burger's Equation on Burgers Equation (ζ=1)
0L∞ ErrorTP-ELM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TP-ELMM=2500, time (s)=45.31622026.05 | 0 | 0 | |
| TP-MLPM=8100, time (s)=224.65692026.05 | 0 | 0 | |
| TP-MLPM=10000, time (s)=309.43742026.05 | 0 | 0 | |
| TP-ELMM=4900, time (s)=108.23492026.05 | 0 | 0 | |
| TP-ELMM=6400, time (s)=157.17072026.05 | 0 | 0 | |
| TP-ELMM=3600, time (s)=72.43572026.05 | 0 | 0 | |
| TP-ELMM=10000, time (s)=306.69652026.05 | 0 | 0 | |
| TP-ELMM=8100, time (s)=221.35152026.05 | 0 | 0 | |
| TP-MLPM=6400, time (s)=159.40942026.05 | 0 | 0 | |
| TP-MLPM=4900, time (s)=110.70992026.05 | 0 | 0 | |
| TP-MLPM=3600, time (s)=73.96682026.05 | 0 | 0 | |
| TP-ELMM=1600, time (s)=27.84182026.05 | 0 | 0 | |
| HLConcELMM=900, time (s)=273.02792026.05 | 0 | 0 | |
| HLConcELMM=1600, time (s)=464.22372026.05 | 0 | 0 | |
| TP-ResNetM=10000, time (s)=314.30462026.05 | 0 | 0 | |
| TP-ResNetM=8100, time (s)=230.03482026.05 | 0 | 0 | |
| TP-MLPM=2500, time (s)=46.62892026.05 | 0 | 0 | |
| HLConcELMM=2500, time (s)=1172.25802026.05 | 0 | 0 | |
| HLConcELMM=3600, time (s)=2736.71182026.05 | 0 | 0 | |
| HLConcELMM=4900, time (s)=6894.50592026.05 | 0 | 0 | |
| TP-ResNetM=6400, time (s)=162.48192026.05 | 0 | 0 | |
| HLConcELMM=6400, time (s)=17678.51872026.05 | 0 | 0 | |
| TP-ELMM=900, time (s)=14.25642026.05 | 0 | 0 | |
| HLConcELMM=8100, time (s)=78571.87612026.05 | 0 | 0 | |
| HLConcELMM=10000, time (s)=105508.03332026.05 | 0 | 0 | |
| TP-ResNetM=4900, time (s)=112.52622026.05 | 0 | 0 | |
| TP-MLPM=1600, time (s)=28.61852026.05 | 0 | 0 | |
| HLConcELMM=400, time (s)=105.21812026.05 | 0 | 0 | |
| TP-ResNetM=3600, time (s)=74.55212026.05 | 0 | 0 | |
| TP-MLPM=900, time (s)=14.98412026.05 | 0 | 0 | |
| TP-ELMM=400, time (s)=6.39302026.05 | 0 | 0 | |
| TP-ResNetM=2500, time (s)=47.69822026.05 | 0 | 0 | |
| TP-ResNetM=1600, time (s)=29.28472026.05 | 0 | 0.0003 | |
| TP-MLPM=400, time (s)=6.53272026.05 | 0.0002 | 0.0021 | |
| HLConcELMM=100, time (s)=28.03812026.05 | 0.0007 | 0.0074 | |
| TP-ResNetM=900, time (s)=15.45132026.05 | 0.0009 | 0.0127 | |
| TP-ELMM=100, time (s)=1.84372026.05 | 0.0018 | 0.0236 | |
| TP-MLPM=100, time (s)=2.05042026.05 | 0.0234 | 0.512 | |
| TP-ResNetM=400, time (s)=6.73192026.05 | 0.0253 | 0.393 | |
| TP-ResNetM=100, time (s)=2.10432026.05 | 0.47 | 17.4 |