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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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2026-05-10 10:12,PSO,500,4.481868e-22,1.0000
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2026-05-10 10:12,GLUE,500,2.594966e+00,1.0000
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2026-05-10 10:12,Sobol,500,1.062261e-04,0.9962
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2026-05-11 10:49,DDS,500,2.326436e-02,1.0000
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2026-05-11 10:49,PSO,500,8.536294e-20,1.0000
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2026-05-11 10:49,GLUE,500,5.991458e-02,0.8167
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2026-05-11 10:49,Sobol,500,2.686691e-03,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-05-10 10:12 UTC*
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*Last updated: 2026-05-11 10:49 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 | 5.602597e-01 | 100.00% |
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| PSO | 500 | 4.481868e-22 | 100.00% |
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| GLUE | 500 | 2.594966e+00 | 100.00% |
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| Sobol | 500 | 1.062261e-04 | 99.62% |
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| DDS | 500 | 2.326436e-02 | 100.00% |
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| PSO | 500 | 8.536294e-20 | 100.00% |
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| GLUE | 500 | 5.991458e-02 | 81.67% |
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| Sobol | 500 | 2.686691e-03 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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