From: A modified nonmonotone BFGS algorithm for unconstrained optimization
Problem | Dim | BFGS-WP NI/NFG/Time | BFGS-WP-Zhang NI/NFG/Time | BFGS-Non NI/NFG/Time | BFGS-M-Non NI/NFG/Time |
---|---|---|---|---|---|
ROSE | 2 | 35/590/4.506480e−002 | 31/611/4.882020e−002 | 2/19/6.259000e−003 | 2/19/6.259000e−003 |
FROTH | 2 | 9/116/1.376980e−002 | 7/90/1.001440e−002 | 2/19/6.259000e−003 | 2/19/7.510800e−003 |
BADSCP | 2 | 43/706/5.507920e−002 | 43/706/5.507920e−002 | 8/264/2.753960e−002 | 8/264/2.753960e−002 |
BADSCB | 2 | 3/60/1.126620e−002 | 3/60/1.001440e−002 | 3/32/7.510800e−003 | 3/32/6.259000e−003 |
BEALE | 2 | 15/220/2.128060e−002 | 16/226/2.002880e−002 | 2/19/6.259000e−003 | 2/19/6.259000e−003 |
JENSAM | 2 | 2/42/1.126620e−002 | 2/42/1.001440e−002 | 2/19/6.259000e−003 | 2/19/8.762600e−003 |
HELIX | 3 | 34/483/4.381300e−002 | 23/325/3.004320e−002 | 169/2,191/2.090506e−001 | 87/1,163/1.114102e−001 |
BARD | 3 | 16/229/3.004320e−002 | 14/182/2.503600e−002 | 72/930/1.226764e−001 | 72/930/1.226764e−001 |
GAUSS | 3 | 2/19/6.259000e−003 | 2/19/6.259000e−003 | 2/19/7.510800e−003 | 2/19/7.510800e−003 |
MEYER | 3 | 2/42/1.376980e−002 | 2/42/1.251800e−002 | 2/32/1.126620e−002 | 2/32/1.251800e−002 |
GULF | 3 | 2/42/1.502160e−002 | 2/42/1.502160e−002 | 2/19/3.755400e−003 | 2/19/1.001440e−002 |
BOX | 3 | 2/42/1.251800e−002 | 2/42/1.126620e−002 | 2/19/7.510800e−003 | 2/19/8.762600e−003 |
SING | 4 | 20/280/2.503600e−002 | 18/269/2.503600e−002 | 2/19/6.259000e−003 | 2/19/7.510800e−003 |
WOOD | 4 | 19/271/2.628780e−002 | 20/289/2.753960e−002 | 2/19/6.259000e−003 | 2/19/6.259000e−003 |
KOWOSB | 4 | 21/295/3.505040e−002 | 23/324/3.630220e−002 | 83/1,077/1.314390e−001 | 104/1,345/1.664894e−001 |
BD | 4 | 17/244/3.505040e−002 | 19/276/3.880580e−002 | 2/19/7.510800e−003 | 2/19/1.001440e−002 |
OSB1 | 5 | 2/42/2.128060e−002 | 2/42/1.877700e−002 | 2/19/7.510800e−003 | 2/19/1.001440e−002 |
BIGGS | 6 | 25/322/4.506480e−002 | 7/108/2.253240e−002 | 15/330/4.381300e−002 | 21/287/4.130940e−002 |
OSB2 | 11 | 3/56/6.259000e−002 | 3/56/6.259000e−002 | 3/33/1.877700e−002 | 3/33/2.002880e−002 |
WATSON | 20 | 31/457/3.880580e−001 | 29/412/3.555112e−001 | 2/19/2.002880e−002 | 2/19/2.253240e−002 |
ROSEX | 100 | 229/3,704/1.268073e+000 | 276/4,359/1.512174e+000 | 2/19/1.126620e−002 | 2/19/1.251800e−002 |
SINGX | 400 | 65/922/1.174939e+001 | 155/2,375/2.844465e+001 | 2/19/2.065470e−001 | 2/19/2.115542e−001 |
PEN1 | 400 | 2/47/7.247922e−001 | 2/47/7.310512e−001 | 2/19/1.940290e−001 | 2/19/1.927772e−001 |
PEN2 | 200 | 2/25/6.884900e−002 | 2/25/6.634540e−002 | 2/19/6.008640e−002 | 2/19/6.384180e−002 |
VARDIM | 100 | 2/47/2.879140e−002 | 2/47/2.879140e−002 | 2/19/1.001440e−002 | 2/19/8.762600e−003 |
TRIG | 500 | 9/138/1.627340e+002 | 9/144/1.671604e+002 | 8/146/1.700345e+002 | 50/876/1.039274e+003 |
BV | 500 | 2/19/3.492522e−001 | 2/19/3.492522e−001 | 2/19/3.480004e−001 | 2/19/3.517558e−001 |
IE | 500 | 6/71/7.711088e+000 | 6/71/7.706081e+000 | 6/71/7.722354e+000 | 6/71/7.772426e+000 |
TRID | 500 | 53/760/1.622333e+001 | 50/727/1.501159e+001 | 564/7,325/1.690631e+002 | 564/7,325/1.692333e+002 |
BAND | 500 | 12/275/5.551733e+000 | 12/238/4.696754e+000 | 2/19/4.781876e−001 | 2/19/4.431372e−001 |
LIN | 500 | 2/19/4.719286e−001 | 2/19/4.744322e−001 | 2/19/4.806912e−001 | 2/19/4.719286e−001 |
LIN1 | 500 | 3/32/9.363464e−001 | 3/32/9.388500e−001 | 3/31/9.050514e−001 | 3/31/9.025478e−001 |
LIN0 | 500 | 3/32/1.165426e+000 | 3/32/1.161670e+000 | 3/31/1.119109e+000 | 3/31/1.130375e+000 |