Optimization on OneMax n=5,000
4.87Normalized ERTSymbolic multi-parameter control policy
Evaluation results
| Method | Links | |
|---|---|---|
| Symbolic multi-parameter control policylambda_m=Eq.(8), alpha=Eq.(9), lambda_c=Eq.(10), beta=12026.06 | 4.87 | |
| Symbolic policy variant (Eq. 9 + Eq. 10)lambda_m=pi_THEORY, alpha=Eq.(9), lambda_c=Eq.(10), beta=12026.06 | 5.216 | |
| Symbolic policy variant (Eq. 10)lambda_m=pi_THEORY, alpha=1, lambda_c=Eq.(10), beta=12026.06 | 5.93 | |
| Symbolic policy variant (Eq. 9)lambda_m=pi_THEORY, alpha=Eq.(9), lambda_c=lambda_m, beta=12026.06 | 5.98 | |
| Symbolic policy variant (Eq. 8 + Eq. 10)lambda_m=Eq.(8), alpha=1, lambda_c=Eq.(10), beta=12026.06 | 6.045 | |
| Symbolic policy variant (Eq. 8)lambda_m=Eq.(8), alpha=1, lambda_c=lambda_m, beta=12026.06 | 6.404 | |
| pi_THEORY2026.06 | 6.768 |