Table 2 The 30 best combinations of scaling (\(w_u\) and \(w_p\)) and offset parameters (\(b_u\) and \(b_p\)) for \(\alpha =\beta =1\) based on the \(\mathscr {L}_2\) relative error by updating Table 1 with the results from a Bayes optimization.
\(w_u\) | \(w_p\) | \(b_u\) | \(b_p\) | \(\mathscr {L}_2\) rel. err. |
|---|---|---|---|---|
\(3.18\textrm{e}{-}3\) | \(1.26\textrm{e}{-}2\) | \(9.86\textrm{e}{-}5\) | \(3.82\textrm{e}{-}4\) | \(8.69\textrm{e}{-}3\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}5}\) | \(\underline{1\textrm{e}{-}4}\) | \(\underline{1.00\textrm{e}{-}2}\) |
\(1.01\textrm{e}{-}3\) | \(1.03\textrm{e}{-}2\) | \(2.98\textrm{e}{-}2\) | \(2.89\textrm{e}{-}3\) | \(1.04\textrm{e}{-}2\) |
\(2.84\textrm{e}{-}3\) | \(2\textrm{e}{-}2\) | \(9.71\textrm{e}{-}4\) | \(3.22\textrm{e}{-}5\) | \(1.04\textrm{e}{-}2\) |
\(2.92\textrm{e}{-}2\) | \(8.12\textrm{e}{-}3\) | \(2.78\textrm{e}{-}3\) | \(1.06\textrm{e}{-}1\) | \(1.04\textrm{e}{-}2\) |
\(1.14\textrm{e}{-}3\) | \(1.55\textrm{e}{-}2\) | \(3.22\textrm{e}{-}2\) | \(3.65\textrm{e}{-}5\) | \(1.08\textrm{e}{-}2\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}3}\) | \(\underline{1\textrm{e}{-}1}\) | \(\underline{1.11\textrm{e}{-}2}\) |
\(\underline{1\textrm{e}{-}3}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}5}\) | \(\underline{1\textrm{e}{-}5}\) | \(\underline{1.14\textrm{e}{-}2}\) |
\(1.11\textrm{e}{-}2\) | \(1.47\textrm{e}{-}2\) | \(1.45\textrm{e}{-}4\) | \(7.55\textrm{e}{-}2\) | \(1.14\textrm{e}{-}2\) |
\(8.97\textrm{e}{-}3\) | \(4.58\textrm{e}{-}2\) | \(2.26\textrm{e}{-}2\) | \(5.37\textrm{e}{-}5\) | \(1.15\textrm{e}{-}2\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}3}\) | \(\underline{1\textrm{e}{-}5}\) | \(\underline{1\textrm{e}{-}1}\) | \(\underline{1.15\textrm{e}{-}2}\) |
\(9.89\textrm{e}{-}3\) | \(9.35\textrm{e}{-}3\) | \(5.80\textrm{e}{-}3\) | \(1.16\textrm{e}{-}5\) | \(1.15\textrm{e}{-}2\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}4}\) | \(\underline{1\textrm{e}{-}5}\) | \(\underline{1.15\textrm{e}{-}2}\) |
\(1.64\textrm{e}{-}3\) | \(5.61\textrm{e}{-}3\) | \(6.88\textrm{e}{-}4\) | \(3.43\textrm{e}{-}2\) | \(1.16\textrm{e}{-}2\) |
\(6.03\textrm{e}{-}3\) | \(6.45\textrm{e}{-}3\) | \(1.88\textrm{e}{-}2\) | \(1.96\textrm{e}{-}4\) | \(1.17\textrm{e}{-}2\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}4}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1.18\textrm{e}{-}2}\) |
\(9.42\textrm{e}{-}3\) | \(1.07\textrm{e}{-}2\) | \(4.33\textrm{e}{-}3\) | \(8.26\textrm{e}{-}5\) | \(1.18\textrm{e}{-}2\) |
\(3.68\textrm{e}{-}3\) | \(6.51\textrm{e}{-}3\) | \(1.25\textrm{e}{-}2\) | \(1.18\textrm{e}{-}3\) | \(1.19\textrm{e}{-}2\) |
\(6.77\textrm{e}{-}3\) | \(1.03\textrm{e}{-}2\) | \(1.44\textrm{e}{-}3\) | \(4.21\textrm{e}{-}5\) | \(1.19\textrm{e}{-}2\) |
\(8.39\textrm{e}{-}4\) | \(3.23\textrm{e}{-}2\) | \(7.52\textrm{e}{-}3\) | \(2.96\textrm{e}{-}1\) | \(1.19\textrm{e}{-}2\) |
\(5.62\textrm{e}{-}3\) | \(3.62\textrm{e}{-}3\) | \(1.65\textrm{e}{-}5\) | \(3.25\textrm{e}{-}5\) | \(1.19\textrm{e}{-}2\) |
\(3.35\textrm{e}{-}3\) | \(2.86\textrm{e}{-}2\) | \(4.19\textrm{e}{-}2\) | \(2.82\textrm{e}{-}2\) | \(1.20\textrm{e}{-}2\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}3}\) | \(\underline{1.20\textrm{e}{-}2}\) |
\(5.65\textrm{e}{-}3\) | \(1.04\textrm{e}{-}2\) | \(7.53\textrm{e}{-}4\) | \(1.39\textrm{e}{-}3\) | \(1.21\textrm{e}{-}2\) |
\(2.51\textrm{e}{-}3\) | \(4.83\textrm{e}{-}3\) | \(6.53\textrm{e}{-}5\) | \(1.98\textrm{e}{-}5\) | \(1.22\textrm{e}{-}2\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}3}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1.22\textrm{e}{-}2}\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}5}\) | \(\underline{1\textrm{e}{-}5}\) | \(\underline{1.22\textrm{e}{-}2}\) |
\(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}2}\) | \(\underline{1\textrm{e}{-}1}\) | \(\underline{1.22\textrm{e}{-}2}\) |
\(4.51\textrm{e}{-}3\) | \(2.47\textrm{e}{-}3\) | \(5.90\textrm{e}{-}5\) | \(1.42\textrm{e}{-}3\) | \(1.22\textrm{e}{-}2\) |
\(3.07\textrm{e}{-}2\) | \(2.46\textrm{e}{-}3\) | \(4.39\textrm{e}{-}2\) | \(3.86\textrm{e}{-}2\) | \(1.23\textrm{e}{-}2\) |