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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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2026-05-17 10:14,PSO,500,4.936336e-22,1.0000
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2026-05-17 10:14,GLUE,500,1.051308e+00,0.9997
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2026-05-17 10:14,Sobol,500,4.374194e-04,0.9962
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2026-05-18 11:10,DDS,500,1.144928e+00,0.9997
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2026-05-18 11:10,PSO,500,5.177809e-25,1.0000
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2026-05-18 11:10,GLUE,500,1.296417e+00,0.9703
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2026-05-18 11:10,Sobol,500,1.311552e-02,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-05-17 10:14 UTC*
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*Last updated: 2026-05-18 11:10 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 | 7.671886e-02 | 99.99% |
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| PSO | 500 | 4.936336e-22 | 100.00% |
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| GLUE | 500 | 1.051308e+00 | 99.97% |
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| Sobol | 500 | 4.374194e-04 | 99.62% |
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| DDS | 500 | 1.144928e+00 | 99.97% |
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| PSO | 500 | 5.177809e-25 | 100.00% |
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| GLUE | 500 | 1.296417e+00 | 97.03% |
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| Sobol | 500 | 1.311552e-02 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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