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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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2026-05-15 10:35,PSO,500,2.974409e-22,1.0000
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2026-05-15 10:35,GLUE,500,5.633195e-01,0.7202
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2026-05-15 10:35,Sobol,500,2.737012e-04,0.9962
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2026-05-16 10:11,DDS,500,1.144175e-02,0.9987
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2026-05-16 10:11,PSO,500,7.075433e-17,0.9999
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2026-05-16 10:11,GLUE,500,1.705726e-01,0.9998
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2026-05-16 10:11,Sobol,500,3.215931e-05,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-05-15 10:35 UTC*
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*Last updated: 2026-05-16 10:11 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 | 3.809754e-01 | 100.00% |
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| PSO | 500 | 2.974409e-22 | 100.00% |
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| GLUE | 500 | 5.633195e-01 | 72.02% |
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| Sobol | 500 | 2.737012e-04 | 99.62% |
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| DDS | 500 | 1.144175e-02 | 99.87% |
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| PSO | 500 | 7.075433e-17 | 99.99% |
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| GLUE | 500 | 1.705726e-01 | 99.98% |
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| Sobol | 500 | 3.215931e-05 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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