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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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2026-05-07 10:34,PSO,500,1.026089e-20,1.0000
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2026-05-07 10:34,GLUE,500,5.644705e-02,0.9999
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2026-05-07 10:34,Sobol,500,3.347278e-03,0.9962
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2026-05-08 10:14,DDS,500,1.164837e-01,1.0000
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2026-05-08 10:14,PSO,500,2.193520e-19,1.0000
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2026-05-08 10:14,GLUE,500,2.031183e-01,0.9744
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2026-05-08 10:14,Sobol,500,1.348062e-02,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-05-07 10:34 UTC*
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*Last updated: 2026-05-08 10:14 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 | 1.447559e+00 | 88.77% |
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| PSO | 500 | 1.026089e-20 | 100.00% |
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| GLUE | 500 | 5.644705e-02 | 99.99% |
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| Sobol | 500 | 3.347278e-03 | 99.62% |
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| DDS | 500 | 1.164837e-01 | 100.00% |
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| PSO | 500 | 2.193520e-19 | 100.00% |
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| GLUE | 500 | 2.031183e-01 | 97.44% |
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| Sobol | 500 | 1.348062e-02 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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