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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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2026-08-19 09:56,PSO,500,3.145455e-16,1.0000
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2026-08-19 09:56,GLUE,500,2.808727e-01,1.0000
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2026-08-19 09:56,Sobol,500,1.099639e-02,0.9962
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2026-08-20 09:57,DDS,500,3.172053e-01,0.9995
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2026-08-20 09:57,PSO,500,5.468977e-19,1.0000
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2026-08-20 09:57,GLUE,500,1.566998e+00,0.9999
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2026-08-20 09:57,Sobol,500,1.616808e-02,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-08-19 09:56 UTC*
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*Last updated: 2026-08-20 09:57 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 | 5.701950e-01 | 99.47% |
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| PSO | 500 | 3.145455e-16 | 100.00% |
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| GLUE | 500 | 2.808727e-01 | 100.00% |
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| Sobol | 500 | 1.099639e-02 | 99.62% |
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| DDS | 500 | 3.172053e-01 | 99.95% |
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| PSO | 500 | 5.468977e-19 | 100.00% |
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| GLUE | 500 | 1.566998e+00 | 99.99% |
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| Sobol | 500 | 1.616808e-02 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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