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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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2026-06-28 10:33,PSO,500,2.523612e-22,1.0000
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2026-06-28 10:33,GLUE,500,1.039584e+00,0.9997
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2026-06-28 10:33,Sobol,500,3.405651e-03,0.9962
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2026-06-29 11:28,DDS,500,3.155933e-02,1.0000
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2026-06-29 11:28,PSO,500,2.881518e-20,1.0000
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2026-06-29 11:28,GLUE,500,1.478380e+00,1.0000
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2026-06-29 11:28,Sobol,500,1.899825e-02,0.9962

docs/benchmarks.md

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# Calibration Algorithm Benchmarks
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*Last updated: 2026-06-28 10:33 UTC*
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*Last updated: 2026-06-29 11:28 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 | 2.820659e-01 | 99.99% |
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| PSO | 500 | 2.523612e-22 | 100.00% |
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| GLUE | 500 | 1.039584e+00 | 99.97% |
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| Sobol | 500 | 3.405651e-03 | 99.62% |
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| DDS | 500 | 3.155933e-02 | 100.00% |
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| PSO | 500 | 2.881518e-20 | 100.00% |
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| GLUE | 500 | 1.478380e+00 | 100.00% |
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| Sobol | 500 | 1.899825e-02 | 99.62% |
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![Convergence plot](benchmark-convergence.png)
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