involute
SO(d) Solver Benchmarks
Table of Contents
Ackley Function
\[f(X) = -a \exp\left(-b \sqrt{\frac{1}{n} \sum (X - I)^2}\right) - \exp\left(\frac{1}{n} \sum \cos(c (X - I))\right) + a + \exp(1)\]Where $a=20$, $b=0.2$, $c=2\pi$, and $n=d^2$.
Ackley - Dimension 3
| Type: Aggressive | Type: ExtraSafe |
|---|---|
 |
 |
| Runs: 100 Success: 100.0% Mean Steps: 29.8 Median Steps: 30.0 |
Runs: 100 Success: 100.0% Mean Steps: 79.0 Median Steps: 80.0 |
Ackley - Dimension 5
| Type: Aggressive | Type: ExtraSafe |
|---|---|
 |
 |
| Runs: 50 Success: 100.0% Mean Steps: 78.5 Median Steps: 79.0 |
Runs: 100 Success: 97.0% Mean Steps: 259.2 Median Steps: 260.0 |
Ackley - Dimension 10
| Type: Aggressive | Type: ExtraSafe |
|---|---|
 |
 |
| Runs: 50 Success: 98.0% Mean Steps: 267.9 Median Steps: 268.0 |
Runs: 100 Success: 95.0% Mean Steps: 1286.2 Median Steps: 1421.0 |
Ackley - Dimension 20
| Type: Aggressive | Type: ExtraSafe |
|---|---|
 |
 |
| Runs: 50 Success: 96.0% Mean Steps: 458.8 Median Steps: 458.0 |
Runs: 50 Success: 76.0% Mean Steps: 3558.7 Median Steps: 3546.5 |
Ackley - Dimension 50
| Type: ExtraSafe |
|---|
 |
| Runs: 50 Success: 96.0% Mean Steps: 20380.8 Median Steps: 20384.5 |
Schwefel Function
\[f(X) = 418.9829n - \sum Z \sin(\sqrt{|Z|})\]Where $Z = 250(X - I) + 420.968746$, and $n=d^2$.
Schwefel - Dimension 3
| Type: Custom |
|---|
 |
| Runs: 50 Success: 92.0% Mean Steps: 50.0 Median Steps: 52.0 |
Schwefel - Dimension 5
| Type: Custom |
|---|
 |
| Runs: 50 Success: 90.0% Mean Steps: 776.8 Median Steps: 778.0 |