Saving evotorch

Author: JBris

README.md

@@ -15,6 +15,7 @@ The following model calibration methods have been evaluated.
 * [Differential Evolution Adaptive Metropolis](https://github.com/JBris/model-calibration-evaluation/tree/main/pipelines/dream/run.py)
 * [Experimental Design via Gaussian Process Emulation](https://github.com/JBris/model-calibration-evaluation/tree/main/pipelines/experimental_design/run.py)
 * [Flow Matching Posterior Estimation](https://github.com/JBris/model-calibration-evaluation/tree/main/pipelines/fmpe/run.py)
+* [Genetic Algorithm](https://github.com/JBris/model-calibration-evaluation/tree/main/pipelines/evotorch/run.py)
 * [Tree-structured Parzen Estimator](https://github.com/JBris/model-calibration-evaluation/tree/main/pipelines/optimisation/run.py)
 * [Polynomial Chaos Expansion](https://github.com/JBris/model-calibration-evaluation/tree/main/pipelines/poly_chaos/run.py)
 * [Polynomial Chaos Kriging](https://github.com/JBris/model-calibration-evaluation/tree/main/pipelines/poly_chaos_kriging/run.py)

data/evolutionary/config.yaml

@@ -0,0 +1,8 @@
+mu: 52.5
+mu_lb: 45
+mu_ub: 60
+n: 100
+seed: 100
+sigma: 13.5
+sigma_lb: 5
+sigma_ub: 20

data/evolutionary/trace.csv

@@ -0,0 +1,3 @@
+pop_best_eval,mean_eval,median_eval,best_eval,worst_eval
+0.14078836143016815,0.8988283276557922,0.9279986023902893,0.14078836143016815,94.46417236328125
+0.038443926721811295,0.5685918927192688,0.6136226058006287,0.038443926721811295,94.46417236328125