Table 6 Performance comparison of MP-MOEA, TSTI, and PreDEMO on MT and ME.
Algorithm | Objective value (w.r.t. MP-MOEA) | Small case 1 | Small case 2 | Middle case 1 | Middle case 2 | Large case 1 | Large case 2 |
|---|---|---|---|---|---|---|---|
TSTI | MT | − 1.22e+06 | − 3.11e+06 | − 4.86e+06 | − 5.19e+06 | − 4.45e+07 | − 1.84e+07 |
ME | +4.60e+00 | − 1.10e+00 | − 6.69e+01 | +2.63e+01 | − 3.47e+02 | − 1.95e+02 | |
PreDEMO | MT | − 1.93e+05 | − 2.36e+06 | − 5.59e+06 | − 8.37e+06 | − 4.74e+06 | − 9.22e+06 |
ME | − 1.70e+01 | − 3.12e+02 | +9.60e+00 | − 7.19e+01 | − 2.46e+02 | − 3.14e+02 |
