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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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2026-06-09 10:48,PSO,500,7.743944e-24,1.0000
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2026-06-09 10:48,GLUE,500,1.376493e+00,0.9998
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2026-06-09 10:48,Sobol,500,4.662570e-03,0.9962
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2026-06-10 11:04,DDS,500,9.638570e-02,1.0000
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2026-06-10 11:04,PSO,500,2.790582e-22,1.0000
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2026-06-10 11:04,GLUE,500,1.100806e+00,0.9994
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2026-06-10 11:04,Sobol,500,1.538893e-03,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-06-09 10:48 UTC*
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*Last updated: 2026-06-10 11:04 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 | 1.027734e+00 | 100.00% |
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| PSO | 500 | 7.743944e-24 | 100.00% |
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| GLUE | 500 | 1.376493e+00 | 99.98% |
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| Sobol | 500 | 4.662570e-03 | 99.62% |
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| DDS | 500 | 9.638570e-02 | 100.00% |
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| PSO | 500 | 2.790582e-22 | 100.00% |
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| GLUE | 500 | 1.100806e+00 | 99.94% |
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| Sobol | 500 | 1.538893e-03 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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