Table 5 HVs evaluated for competing algorithms.
Algorithm | AdaW | ARMOEA | CAMOEA | MOEA/D-AWA | MOEA/D-DCWV | MOEA/D-PFE | HEA | ENS-MOEA/D | MOEA/D-CMA | MOEA/D-DE | IBEA | NSGA-II | IBEA-AOG |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
HV | 6.9504e−1 (1.52e−4) – | 6.9449e−1 (4.69e−4) – | 6.9371e−1 (2.61e−4) – | 6.9468e−1 (1.57e−4) – | 6.9388e−1 (2.18e−3) – | 6.9457e−1 (5.90e−4) – | 6.9168e−1 (1.69e−3) – | 6.9442e−1 (9.29e−5) – | 6.9430e−1 (1.71e−4) – | 6.9437e−1 (1.15e−4) – | 6.9512e−1 (2.12e−4) = | 6.9291e−1 (2.71e−4) – | 6.9519e−1 (1.29e−4) |
+/−/= | 0/1/0 | 0/1/0 | 0/1/0 | 0/1/0 | 0/1/0 | 0/1/0 | 0/1/0 | 0/1/0 | 0/1/0 | 0/1/0 | 0/0/1 | 0/0/1 |