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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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2026-07-24 10:30,PSO,500,9.941152e-19,1.0000
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2026-07-24 10:30,GLUE,500,2.966970e-01,0.9999
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2026-07-24 10:30,Sobol,500,1.498132e-02,0.9962
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2026-07-25 10:16,DDS,500,4.109154e-01,1.0000
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2026-07-25 10:16,PSO,500,2.437645e-19,1.0000
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2026-07-25 10:16,GLUE,500,6.324992e-01,0.9973
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2026-07-25 10:16,Sobol,500,7.596105e-03,0.9962

docs/benchmarks.md

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<!-- fingerprint:753af57276549eb8ae4ac1b88673a69f -->
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# Calibration Algorithm Benchmarks
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*Last updated: 2026-07-24 10:30 UTC*
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*Last updated: 2026-07-25 10:16 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 | 2.505794e-01 | 99.90% |
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| PSO | 500 | 9.941152e-19 | 100.00% |
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| GLUE | 500 | 2.966970e-01 | 99.99% |
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| Sobol | 500 | 1.498132e-02 | 99.62% |
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| DDS | 500 | 4.109154e-01 | 100.00% |
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| PSO | 500 | 2.437645e-19 | 100.00% |
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| GLUE | 500 | 6.324992e-01 | 99.73% |
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| Sobol | 500 | 7.596105e-03 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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