Table 1 Experiment settings used for the size of the source data (\(n_{\mathcal {S}}\)), the target data (\(n_{\mathcal {T}}\)), and the number of query points (\(n_q\)) employed for testing post-hoc PE on the DTLZ 1a-3a benchmarks with 4 to 7 objective functions.
From: Pareto optimization with small data by learning across common objective spaces
DTLZ 1a-3a | 7-Obj | 6-Obj | 5-Obj | 4-Obj |
---|---|---|---|---|
\(n_{\mathcal {S}}\) | 413 | 498 | 246 | 236 |
\(n_{\mathcal {T}}\) | 161 | 246 | 135 | 108 |
\(n_q\) | 5005 | 2002 | 1820 | 1330 |