notesum.ai
Published at November 7SPGD: Steepest Perturbed Gradient Descent Optimization
math.OC
cs.AI
cs.CE
cs.LG
math-ph
math.MP
Released Date: November 7, 2024
Authors: Amir M. Vahedi1, Horea T. Ilies1
Aff.: 1University of Connecticut

| Algorithm | Total Fun. Evaluations | CPU Time[ms] | |
|---|---|---|---|
| GD | 1472 | -3.0498 | *6.85 |
| PGD | 1599 | -3.0498 | *6.37 |
| 60 | -6.5511 | 123.68 | |
| SA | 1341 | -6.5511 | 131.67 |
| SPGD | 274 | -6.5511 | 6.18 |