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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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2026-05-19 10:49,PSO,500,2.743971e-21,1.0000
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2026-05-19 10:49,GLUE,500,4.895897e-02,0.9996
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2026-05-19 10:49,Sobol,500,1.743010e-02,0.9962
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2026-05-20 10:43,DDS,500,7.613838e-02,0.9994
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2026-05-20 10:43,PSO,500,2.903694e-19,1.0000
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2026-05-20 10:43,GLUE,500,1.110398e-01,0.9999
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2026-05-20 10:43,Sobol,500,3.404745e-04,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-05-19 10:49 UTC*
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*Last updated: 2026-05-20 10:43 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 | 1.089728e-01 | 100.00% |
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| PSO | 500 | 2.743971e-21 | 100.00% |
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| GLUE | 500 | 4.895897e-02 | 99.96% |
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| Sobol | 500 | 1.743010e-02 | 99.62% |
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| DDS | 500 | 7.613838e-02 | 99.94% |
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| PSO | 500 | 2.903694e-19 | 100.00% |
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| GLUE | 500 | 1.110398e-01 | 99.99% |
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| Sobol | 500 | 3.404745e-04 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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