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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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2026-06-07 10:35,PSO,500,3.188965e-22,1.0000
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2026-06-07 10:35,GLUE,500,4.866457e-01,0.9861
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2026-06-07 10:35,Sobol,500,9.797991e-04,0.9962
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2026-06-08 11:25,DDS,500,3.846948e-01,0.0660
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2026-06-08 11:25,PSO,500,1.400161e-21,1.0000
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2026-06-08 11:25,GLUE,500,1.470562e+00,1.0000
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2026-06-08 11:25,Sobol,500,1.124087e-01,0.9966

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-06-07 10:35 UTC*
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*Last updated: 2026-06-08 11:25 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 | 2.768039e-01 | 99.99% |
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| PSO | 500 | 3.188965e-22 | 100.00% |
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| GLUE | 500 | 4.866457e-01 | 98.61% |
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| Sobol | 500 | 9.797991e-04 | 99.62% |
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| DDS | 500 | 3.846948e-01 | 6.60% |
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| PSO | 500 | 1.400161e-21 | 100.00% |
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| GLUE | 500 | 1.470562e+00 | 100.00% |
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| Sobol | 500 | 1.124087e-01 | 99.66% |
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![Convergence plot](benchmark-convergence.png)
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