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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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2026-07-05 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
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2026-07-06 11:16,DDS,500,2.963738e-01,0.9173
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2026-07-06 11:16,PSO,500,2.090036e-20,1.0000
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2026-07-06 11:16,GLUE,500,3.733407e+00,1.0000
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2026-07-06 11:16,Sobol,500,8.410799e-04,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-07-05 10:30 UTC*
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*Last updated: 2026-07-06 11:16 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 | 2.319498e-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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| DDS | 500 | 2.963738e-01 | 91.73% |
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| PSO | 500 | 2.090036e-20 | 100.00% |
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| GLUE | 500 | 3.733407e+00 | 100.00% |
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| Sobol | 500 | 8.410799e-04 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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