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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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2026-07-17 10:22,PSO,500,8.634723e-18,1.0000
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2026-07-17 10:22,GLUE,500,3.776955e-01,0.9835
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2026-07-17 10:22,Sobol,500,1.390207e-03,0.9962
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2026-07-18 10:12,DDS,500,1.020000e+00,0.9996
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2026-07-18 10:12,PSO,500,4.870700e-13,0.9997
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2026-07-18 10:12,GLUE,500,1.430886e+00,0.9922
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2026-07-18 10:12,Sobol,500,1.113676e-03,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-07-17 10:22 UTC*
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*Last updated: 2026-07-18 10:12 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 | 3.016853e-01 | 99.97% |
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| PSO | 500 | 8.634723e-18 | 100.00% |
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| GLUE | 500 | 3.776955e-01 | 98.35% |
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| Sobol | 500 | 1.390207e-03 | 99.62% |
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| DDS | 500 | 1.020000e+00 | 99.96% |
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| PSO | 500 | 4.870700e-13 | 99.97% |
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| GLUE | 500 | 1.430886e+00 | 99.22% |
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| Sobol | 500 | 1.113676e-03 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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