Optimization Scripts

Scripts for parameter optimization and sensitivity analysis.

Example: TB Model Parameter Optimization for South Africa Calibration

This script demonstrates how to run a focused parameter optimization to find better calibration parameters that match South Africa data.

scripts.optimization.run_optimization_example.run_focused_optimization()

Run a focused parameter optimization with higher transmission rates

scripts.optimization.run_optimization_example.create_optimization_plots(results_df, timestamp)

Create plots showing optimization results

scripts.optimization.run_optimization_example.compare_with_initial_results()

Compare optimization results with initial demo results

scripts.optimization.run_optimization_example.main()

Main function to run the optimization example