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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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2026-04-29 10:26,PSO,500,1.031538e-17,1.0000
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2026-04-29 10:26,GLUE,500,1.826715e-01,0.9985
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2026-04-29 10:26,Sobol,500,6.835757e-03,0.9962
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2026-04-30 10:25,DDS,500,9.730138e-01,0.9915
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2026-04-30 10:25,PSO,500,5.735796e-21,1.0000
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2026-04-30 10:25,GLUE,500,1.954546e-03,1.0000
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2026-04-30 10:25,Sobol,500,2.406129e-02,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-04-29 10:26 UTC*
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*Last updated: 2026-04-30 10:25 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 | 1.108169e+00 | 99.95% |
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| PSO | 500 | 1.031538e-17 | 100.00% |
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| GLUE | 500 | 1.826715e-01 | 99.85% |
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| Sobol | 500 | 6.835757e-03 | 99.62% |
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| DDS | 500 | 9.730138e-01 | 99.15% |
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| PSO | 500 | 5.735796e-21 | 100.00% |
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| GLUE | 500 | 1.954546e-03 | 100.00% |
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| Sobol | 500 | 2.406129e-02 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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