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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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2026-08-13 10:10,PSO,500,6.802873e-19,1.0000
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2026-08-13 10:10,GLUE,500,2.100533e-01,1.0000
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2026-08-13 10:10,Sobol,500,2.117612e-04,0.9962
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2026-08-14 10:10,DDS,500,1.089829e-02,1.0000
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2026-08-14 10:10,PSO,500,2.382975e-20,1.0000
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2026-08-14 10:10,GLUE,500,1.079982e+00,0.9999
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2026-08-14 10:10,Sobol,500,4.608606e-02,0.9963

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-08-13 10:10 UTC*
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*Last updated: 2026-08-14 10:10 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 | 2.128419e-01 | 100.00% |
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| PSO | 500 | 6.802873e-19 | 100.00% |
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| GLUE | 500 | 2.100533e-01 | 100.00% |
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| Sobol | 500 | 2.117612e-04 | 99.62% |
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| DDS | 500 | 1.089829e-02 | 100.00% |
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| PSO | 500 | 2.382975e-20 | 100.00% |
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| GLUE | 500 | 1.079982e+00 | 99.99% |
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| Sobol | 500 | 4.608606e-02 | 99.63% |
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![Convergence plot](benchmark-convergence.png)
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