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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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2026-05-23 10:16,PSO,500,1.610328e-17,1.0000
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2026-05-23 10:16,GLUE,500,7.708862e-01,1.0000
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2026-05-23 10:16,Sobol,500,2.097057e-03,0.9962
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2026-05-24 10:20,DDS,500,5.823989e-01,1.0000
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2026-05-24 10:20,PSO,500,7.004352e-19,1.0000
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2026-05-24 10:20,GLUE,500,3.108863e-01,0.9982
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2026-05-24 10:20,Sobol,500,3.894898e-03,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-05-23 10:16 UTC*
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*Last updated: 2026-05-24 10:20 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 | 8.771541e-01 | 99.99% |
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| PSO | 500 | 1.610328e-17 | 100.00% |
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| GLUE | 500 | 7.708862e-01 | 100.00% |
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| Sobol | 500 | 2.097057e-03 | 99.62% |
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| DDS | 500 | 5.823989e-01 | 100.00% |
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| PSO | 500 | 7.004352e-19 | 100.00% |
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| GLUE | 500 | 3.108863e-01 | 99.82% |
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| Sobol | 500 | 3.894898e-03 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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