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daily: update calibration benchmark results
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docs/benchmark-convergence.png

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docs/benchmark-history.csv

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2026-06-23 10:49,PSO,500,5.116229e-21,1.0000
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2026-06-23 10:49,GLUE,500,2.196068e-01,0.2256
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2026-06-23 10:49,Sobol,500,2.239968e-04,0.9962
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2026-06-24 10:42,DDS,500,7.716316e-01,1.0000
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2026-06-24 10:42,PSO,500,1.466730e-20,1.0000
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2026-06-24 10:42,GLUE,500,7.005926e-01,1.0000
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2026-06-24 10:42,Sobol,500,3.012935e-02,0.9963

docs/benchmarks.md

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<!-- fingerprint:0ccd4ef8fe84b7374f2d0b96af821055 -->
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# Calibration Algorithm Benchmarks
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*Last updated: 2026-06-23 10:49 UTC*
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*Last updated: 2026-06-24 10:42 UTC*
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Synthetic benchmark on the **Rosenbrock** test function f(x,y) = (1−x)² + 100·(y−x²)² with random starting points.
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| Algorithm | Iterations | Best Objective | Convergence Rate |
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|-----------|-----------|----------------|------------------|
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| DDS | 500 | 3.489738e-01 | 99.98% |
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| PSO | 500 | 5.116229e-21 | 100.00% |
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| GLUE | 500 | 2.196068e-01 | 22.56% |
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| Sobol | 500 | 2.239968e-04 | 99.62% |
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| DDS | 500 | 7.716316e-01 | 100.00% |
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| PSO | 500 | 1.466730e-20 | 100.00% |
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| GLUE | 500 | 7.005926e-01 | 100.00% |
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| Sobol | 500 | 3.012935e-02 | 99.63% |
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![Convergence plot](benchmark-convergence.png)
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