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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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2026-07-19 10:16,PSO,500,2.328419e-21,1.0000
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2026-07-19 10:16,GLUE,500,3.983929e-01,0.9999
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2026-07-19 10:16,Sobol,500,7.702354e-02,0.9964
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2026-07-20 10:42,DDS,500,8.314838e-04,0.9317
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2026-07-20 10:42,PSO,500,1.245189e-23,1.0000
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2026-07-20 10:42,GLUE,500,4.432907e-01,0.9998
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2026-07-20 10:42,Sobol,500,2.484327e-04,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-07-19 10:16 UTC*
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*Last updated: 2026-07-20 10:42 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 | 2.188451e-01 | 100.00% |
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| PSO | 500 | 2.328419e-21 | 100.00% |
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| GLUE | 500 | 3.983929e-01 | 99.99% |
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| Sobol | 500 | 7.702354e-02 | 99.64% |
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| DDS | 500 | 8.314838e-04 | 93.17% |
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| PSO | 500 | 1.245189e-23 | 100.00% |
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| GLUE | 500 | 4.432907e-01 | 99.98% |
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| Sobol | 500 | 2.484327e-04 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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