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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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2026-08-17 10:00,PSO,500,5.662290e-23,1.0000
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2026-08-17 10:00,GLUE,500,1.882465e-01,0.9999
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2026-08-17 10:00,Sobol,500,3.496718e-02,0.9963
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2026-08-18 09:57,DDS,500,6.367051e-01,0.9909
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2026-08-18 09:57,PSO,500,6.001056e-23,1.0000
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2026-08-18 09:57,GLUE,500,2.354336e-01,0.9998
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2026-08-18 09:57,Sobol,500,3.757441e-02,0.9963

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-08-17 10:00 UTC*
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*Last updated: 2026-08-18 09:57 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 | 5.767555e-01 | 100.00% |
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| PSO | 500 | 5.662290e-23 | 100.00% |
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| GLUE | 500 | 1.882465e-01 | 99.99% |
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| Sobol | 500 | 3.496718e-02 | 99.63% |
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| DDS | 500 | 6.367051e-01 | 99.09% |
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| PSO | 500 | 6.001056e-23 | 100.00% |
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| GLUE | 500 | 2.354336e-01 | 99.98% |
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| Sobol | 500 | 3.757441e-02 | 99.63% |
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![Convergence plot](benchmark-convergence.png)
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