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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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2026-07-04 10:28,PSO,500,2.421026e-24,1.0000
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2026-07-04 10:28,GLUE,500,3.230194e-01,0.9999
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2026-07-04 10:28,Sobol,500,1.227264e-02,0.9962
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2026-07-05 10:30,DDS,500,2.319498e-01,0.9999
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2026-07-05 10:30,PSO,500,3.419584e-19,1.0000
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2026-07-05 10:30,GLUE,500,3.587769e-02,0.9998
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2026-07-05 10:30,Sobol,500,7.062764e-03,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-07-04 10:28 UTC*
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*Last updated: 2026-07-05 10:30 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 | 2.240347e-02 | 100.00% |
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| PSO | 500 | 2.421026e-24 | 100.00% |
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| GLUE | 500 | 3.230194e-01 | 99.99% |
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| Sobol | 500 | 1.227264e-02 | 99.62% |
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| DDS | 500 | 2.319498e-01 | 99.99% |
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| PSO | 500 | 3.419584e-19 | 100.00% |
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| GLUE | 500 | 3.587769e-02 | 99.98% |
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| Sobol | 500 | 7.062764e-03 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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