Constrained Black-box Optimization on 9 Tabular Benchmarks Constraint: Runtime & Network size
81WinsRandom
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Random# of configs=1002022.11 | 81 | 0 | 0 | |
| Random# of configs=1502022.11 | 81 | 0 | 0 | |
| NEI# of configs=1002022.11 | 81 | 0 | 0 | |
| NEI# of configs=1502022.11 | 81 | 0 | 0 | |
| NEI# of configs=2002022.11 | 81 | 0 | 0 | |
| Random# of configs=502022.11 | 80 | 0 | 1 | |
| Random# of configs=2002022.11 | 80 | 0 | 1 | |
| CNSGA-II# of configs=502022.11 | 80 | 0 | 1 | |
| Naïve c-TPE# of configs=1002022.11 | 79 | 0 | 2 | |
| Naïve c-TPE# of configs=2002022.11 | 79 | 0 | 2 | |
| CNSGA-II# of configs=1002022.11 | 79 | 0 | 2 | |
| NEI# of configs=502022.11 | 79 | 1 | 1 | |
| Naïve c-TPE# of configs=1502022.11 | 78 | 0 | 3 | |
| Naïve c-TPE# of configs=502022.11 | 77 | 3 | 1 | |
| HM2# of configs=1002022.11 | 77 | 3 | 1 | |
| HM2# of configs=1502022.11 | 77 | 1 | 3 | |
| CNSGA-II# of configs=1502022.11 | 76 | 1 | 4 | |
| HM2# of configs=2002022.11 | 76 | 2 | 3 | |
| Vanilla TPE# of configs=1002022.11 | 75 | 5 | 1 | |
| CNSGA-II# of configs=2002022.11 | 75 | 2 | 4 | |
| HM2# of configs=502022.11 | 74 | 5 | 2 | |
| Vanilla TPE# of configs=502022.11 | 73 | 7 | 1 | |
| Vanilla TPE# of configs=2002022.11 | 73 | 4 | 4 | |
| Vanilla TPE# of configs=1502022.11 | 72 | 3 | 6 |