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Rastrigin

Benchmarks

Task NameDataset NameSOTA ResultTrend
Blackbox OptimizationRastrigin
Optimized Cost1,703.3
18
Surrogate ModelingRastrigin 5D
Normalized RMSE0.95
16
Numerical OptimizationRastrigin BBOB
Median Fitness0
13
OptimizationRastrigin
Standard Deviation0.001
9
Bayesian OptimizationRastrigin (d=100) synthetic (round 10)
Relative Batch Instantaneous Regret50.1
9
Bayesian OptimizationRastrigin d=50 synthetic (round 10)
Relative Batch Instantaneous Regret0.573
9
Bayesian OptimizationRastrigin d=20 synthetic (round 10)
Relative Batch Instantaneous Regret0.541
9
Bayesian OptimizationRastrigin d=10 synthetic (round 10)
Relative Batch Instantaneous Regret0.402
9
Bayesian OptimizationRastrigin d=2 synthetic (round 10)
Relative Batch Instantaneous Regret0.407
9
Continuous Black-box OptimizationRastrigin 30D
Average Final Objective Value0
7
Quality-Diversity OptimizationRastrigin 256 dimensions
QD-score70.2
6
Quality-Diversity OptimizationRastrigin 32 dimensions
QD-score73.4
6
Quality-Diversity OptimizationRastrigin 4 dimensions
QD Score33.1
6
Quality-Diversity OptimizationRastrigin 2 dimensions
QD-score45.2
6
Fitness Landscape OptimizationRastrigin 256 dimensions
Average Entropy6
6
Fitness Landscape OptimizationRastrigin 32 dimensions
Average Entropy6
6
Fitness Landscape OptimizationRastrigin 4 dimensions
Average Entropy5.99
6
Fitness Landscape OptimizationRastrigin 2 dimensions
Average Entropy5.95
6
Function OptimizationRastrigin d = 500
Final Distance0.387
6
Function OptimizationRastrigin d = 100
Final Distance2.437
6
Function OptimizationRastrigin d = 20
Final Distance1.468
6
Function OptimizationRastrigin d = 2
Final Distance1.157
6
Continuous OptimisationRastrigin
Mean Best Fitness0
6
Bayesian OptimizationRastrigin d+1=5
Average Regret17.81
6
Global OptimizationRastrigin closeness = 50
Average Objective Value250
5
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