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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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2026-05-03 10:10,PSO,500,3.272426e-18,1.0000
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2026-05-03 10:10,GLUE,500,1.467378e-01,1.0000
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2026-05-03 10:10,Sobol,500,1.505437e-02,0.9962
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2026-05-04 10:29,DDS,500,3.165971e-01,1.0000
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2026-05-04 10:29,PSO,500,5.342442e-19,1.0000
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2026-05-04 10:29,GLUE,500,2.127166e+00,0.9995
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2026-05-04 10:29,Sobol,500,2.539597e-04,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-05-03 10:10 UTC*
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*Last updated: 2026-05-04 10:29 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 | 2.473085e-03 | 100.00% |
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| PSO | 500 | 3.272426e-18 | 100.00% |
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| GLUE | 500 | 1.467378e-01 | 100.00% |
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| Sobol | 500 | 1.505437e-02 | 99.62% |
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| DDS | 500 | 3.165971e-01 | 100.00% |
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| PSO | 500 | 5.342442e-19 | 100.00% |
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| GLUE | 500 | 2.127166e+00 | 99.95% |
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| Sobol | 500 | 2.539597e-04 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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