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Optimization on Rastrigin
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0.9034
Average Entropy S
WE
0.36832
0.507235
0.64615
0.785065
Dec 5, 2025
Average Entropy S
Average Free Energy F
Mean Iterations
Standard Deviation
Failures
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Entropy S
Average Free Energy F
Mean Iterations
Standard Deviation
Failures
WE
Independent runs=30
2025.12
0.9034
0.1451
-
-
-
CMA-ES
Independent runs=30
2025.12
0.3913
0.5041
-
-
-
DE
Independent runs=30
2025.12
0.3907
0.5053
-
-
-
JADE
Independent runs=30
2025.12
0.3897
0.5053
-
-
-
GA
Independent runs=30
2025.12
0.3895
0.8441
-
-
-
SaDE
Independent runs=30
2025.12
0.3889
0.5065
-
-
-
Model-Guided MPPI
Samples=100, Seeds=100
2026.02
-
-
3
1.1
0
Vanilla MPPI
Samples=100, Seeds=100
2026.02
-
-
6.9
6.4
0
CMA-ES
Samples=100, Seeds=100
2026.02
-
-
5.5
4.6
0
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