Research Article
Novel Two-Stage Method for Low-Order Polynomial Model
Table 8
Mean values of
of 2RS, 2IRS, KRG1, KRG2, RBFG, and RBFM over the 1000 test sets for nine benchmark problems.
| | | 2RS | 2IRS | KRG1 | KRG2 | RBF | RBFM |
| | GP-2 | 8.180E+04 | 7.172E+04 | 7.143E+04 | 6.551E+04 | 7.566E+04 | 6.165E+04 | | BH-2 | 5.862E+01 | 5.106E+01 | 3.168E+01 | 3.207E+01 | 8.063E+01 | 3.451E+01 | | PM-3 | 6.086E+00 | 5.056E+00 | 4.326E+00 | 3.730E+00 | 3.613E+00 | 2.666E+00 | | CP-3 | 7.322E+00 | 1.113E+00 | 6.729E+00 | 3.879E+00 | 4.927E+01 | 1.131E+01 | | PS-4 | 2.876E+04 | 2.527E+04 | 2.669E+04 | 2.411E+04 | 7.125E+04 | 2.533E+04 | | HM-4 | 6.623E-01 | 6.484E-01 | 4.182E-01 | 5.465E-01 | 7.118E-01 | 5.572E-01 | | ZH-10 | 5.655E+07 | 2.022E+07 | 8.331E+07 | 5.384E+07 | 1.738E+08 | 6.453E+07 | | DP-15 | 1.363E+05 | 1.373E+05 | 3.377E+05 | 1.361E+05 | 1.028E+06 | 1.804E+05 | | WE-20 | 9.506E-01 | 9.505E-01 | 1.335E+00 | 9.471E-01 | 1.206E+00 | 9.417E-01 |
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