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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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2026-04-17 10:12,PSO,500,5.076106e-18,1.0000
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2026-04-17 10:12,GLUE,500,6.931378e-01,0.9998
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2026-04-17 10:12,Sobol,500,1.923851e-03,0.9962
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2026-04-18 10:02,DDS,500,2.699871e-01,0.9982
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2026-04-18 10:02,PSO,500,1.195972e-18,1.0000
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2026-04-18 10:02,GLUE,500,3.595408e-01,0.9994
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2026-04-18 10:02,Sobol,500,8.896544e-05,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-04-17 10:12 UTC*
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*Last updated: 2026-04-18 10:02 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 | 1.074555e+00 | 99.96% |
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| PSO | 500 | 5.076106e-18 | 100.00% |
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| GLUE | 500 | 6.931378e-01 | 99.98% |
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| Sobol | 500 | 1.923851e-03 | 99.62% |
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| DDS | 500 | 2.699871e-01 | 99.82% |
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| PSO | 500 | 1.195972e-18 | 100.00% |
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| GLUE | 500 | 3.595408e-01 | 99.94% |
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| Sobol | 500 | 8.896544e-05 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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