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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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2026-07-29 10:40,PSO,500,2.566090e-20,1.0000
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2026-07-29 10:40,GLUE,500,1.949668e-01,1.0000
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2026-07-29 10:40,Sobol,500,1.722220e-04,0.9962
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2026-07-30 10:33,DDS,500,2.633411e-02,0.9998
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2026-07-30 10:33,PSO,500,8.900207e-19,1.0000
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2026-07-30 10:33,GLUE,500,3.405318e-01,0.9998
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2026-07-30 10:33,Sobol,500,2.672098e-02,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-07-29 10:40 UTC*
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*Last updated: 2026-07-30 10:33 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 | 1.005416e-01 | 100.00% |
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| PSO | 500 | 2.566090e-20 | 100.00% |
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| GLUE | 500 | 1.949668e-01 | 100.00% |
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| Sobol | 500 | 1.722220e-04 | 99.62% |
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| DDS | 500 | 2.633411e-02 | 99.98% |
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| PSO | 500 | 8.900207e-19 | 100.00% |
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| GLUE | 500 | 3.405318e-01 | 99.98% |
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| Sobol | 500 | 2.672098e-02 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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