Comparison of mean absolute percentage error for CSO, PSO, DE, and GA
Data . | Without noise . | With noise . | ||||
---|---|---|---|---|---|---|
Mean absolute % error for transmissivity . | Mean absolute % error for longitudinal dispersivity . | Mean absolute % error for transverse dispersivity . | Mean absolute % error for transmissivity . | Mean absolute % error for longitudinal dispersivity . | Mean absolute % error for transverse dispersivity . | |
CSO | 0.07 | 0.07 | 0.60 | 2.09 | 1.85 | 5.23 |
PSO | 0.13 | 0.19 | 0.19 | 3.00 | 2.06 | 7.80 |
DE | 0.22 | 0.14 | 0.70 | 2.59 | 1.85 | 6.19 |
GA | 1.31 | 1.32 | 2.60 | 3.57 | 2.95 | 9.62 |
Data . | Without noise . | With noise . | ||||
---|---|---|---|---|---|---|
Mean absolute % error for transmissivity . | Mean absolute % error for longitudinal dispersivity . | Mean absolute % error for transverse dispersivity . | Mean absolute % error for transmissivity . | Mean absolute % error for longitudinal dispersivity . | Mean absolute % error for transverse dispersivity . | |
CSO | 0.07 | 0.07 | 0.60 | 2.09 | 1.85 | 5.23 |
PSO | 0.13 | 0.19 | 0.19 | 3.00 | 2.06 | 7.80 |
DE | 0.22 | 0.14 | 0.70 | 2.59 | 1.85 | 6.19 |
GA | 1.31 | 1.32 | 2.60 | 3.57 | 2.95 | 9.62 |