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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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2026-07-08 10:31,PSO,500,7.427935e-21,1.0000
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2026-07-08 10:31,GLUE,500,1.898202e-01,0.9907
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2026-07-08 10:31,Sobol,500,3.111540e-04,0.9962
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2026-07-09 10:48,DDS,500,8.731195e+00,0.9977
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2026-07-09 10:48,PSO,500,1.707429e-17,1.0000
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2026-07-09 10:48,GLUE,500,2.676926e-02,0.9996
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2026-07-09 10:48,Sobol,500,3.536321e-02,0.9963

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-07-08 10:31 UTC*
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*Last updated: 2026-07-09 10:48 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 | 1.180119e+00 | 100.00% |
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| PSO | 500 | 7.427935e-21 | 100.00% |
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| GLUE | 500 | 1.898202e-01 | 99.07% |
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| Sobol | 500 | 3.111540e-04 | 99.62% |
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| DDS | 500 | 8.731195e+00 | 99.77% |
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| PSO | 500 | 1.707429e-17 | 100.00% |
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| GLUE | 500 | 2.676926e-02 | 99.96% |
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| Sobol | 500 | 3.536321e-02 | 99.63% |
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![Convergence plot](benchmark-convergence.png)
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