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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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2026-06-20 10:38,PSO,500,1.522173e-18,1.0000
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2026-06-20 10:38,GLUE,500,6.561615e-01,0.9998
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2026-06-20 10:38,Sobol,500,5.801335e-03,0.9962
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2026-06-21 10:53,DDS,500,2.629695e-01,0.8955
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2026-06-21 10:53,PSO,500,7.329918e-22,1.0000
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2026-06-21 10:53,GLUE,500,3.286398e-01,0.9996
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2026-06-21 10:53,Sobol,500,1.241278e-02,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-06-20 10:38 UTC*
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*Last updated: 2026-06-21 10:53 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 | 9.699745e-01 | 100.00% |
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| PSO | 500 | 1.522173e-18 | 100.00% |
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| GLUE | 500 | 6.561615e-01 | 99.98% |
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| Sobol | 500 | 5.801335e-03 | 99.62% |
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| DDS | 500 | 2.629695e-01 | 89.55% |
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| PSO | 500 | 7.329918e-22 | 100.00% |
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| GLUE | 500 | 3.286398e-01 | 99.96% |
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| Sobol | 500 | 1.241278e-02 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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