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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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2026-06-12 11:06,PSO,500,1.940277e-17,1.0000
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2026-06-12 11:06,GLUE,500,9.021055e-01,0.9993
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2026-06-12 11:06,Sobol,500,2.749013e-03,0.9962
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2026-06-13 10:36,DDS,500,1.013261e+01,1.0000
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2026-06-13 10:36,PSO,500,3.197367e-24,1.0000
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2026-06-13 10:36,GLUE,500,5.505522e-01,1.0000
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2026-06-13 10:36,Sobol,500,5.429167e-04,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-06-12 11:06 UTC*
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*Last updated: 2026-06-13 10:36 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 | 6.204004e-01 | 99.98% |
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| PSO | 500 | 1.940277e-17 | 100.00% |
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| GLUE | 500 | 9.021055e-01 | 99.93% |
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| Sobol | 500 | 2.749013e-03 | 99.62% |
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| DDS | 500 | 1.013261e+01 | 100.00% |
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| PSO | 500 | 3.197367e-24 | 100.00% |
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| GLUE | 500 | 5.505522e-01 | 100.00% |
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| Sobol | 500 | 5.429167e-04 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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