daily: update calibration benchmark results

Author: github-actions[bot]

docs/benchmark-convergence.png

@@ -451,3 +451,7 @@ timestamp,algorithm,iterations,best_objective,convergence_rate
 2026-07-30 10:33,PSO,500,8.900207e-19,1.0000
 2026-07-30 10:33,GLUE,500,3.405318e-01,0.9998
 2026-07-30 10:33,Sobol,500,2.672098e-02,0.9962
+2026-07-31 10:40,DDS,500,4.314428e-01,0.9999
+2026-07-31 10:40,PSO,500,1.545227e-18,1.0000
+2026-07-31 10:40,GLUE,500,6.882010e-01,0.9992
+2026-07-31 10:40,Sobol,500,4.786387e-03,0.9962

docs/benchmark-history.csv

@@ -1,16 +1,16 @@
-<!-- fingerprint:b6d05eb40787787231a9ff04c1f24fad -->
+<!-- fingerprint:97c6c82e32f6d1c198b37bbac8023574 -->
 # Calibration Algorithm Benchmarks
 
-*Last updated: 2026-07-30 10:33 UTC*
+*Last updated: 2026-07-31 10:40 UTC*
 
 Synthetic benchmark on the **Rosenbrock** test function f(x,y) = (1−x)² + 100·(y−x²)²  with random starting points.
 
 | Algorithm | Iterations | Best Objective | Convergence Rate |
 |-----------|-----------|----------------|------------------|
-| DDS | 500 | 2.633411e-02 | 99.98% |
-| PSO | 500 | 8.900207e-19 | 100.00% |
-| GLUE | 500 | 3.405318e-01 | 99.98% |
-| Sobol | 500 | 2.672098e-02 | 99.62% |
+| DDS | 500 | 4.314428e-01 | 99.99% |
+| PSO | 500 | 1.545227e-18 | 100.00% |
+| GLUE | 500 | 6.882010e-01 | 99.92% |
+| Sobol | 500 | 4.786387e-03 | 99.62% |
 
 ![Convergence plot](benchmark-convergence.png)