Analysis To-Do List

[jasonrwang]

This is the list of things we need to do for analysis:

Topics

• [x] Directed search (MORO)
• [x] Define robustness functions
• [x] Determine costs constraints (i.e. through scenario discovery, find necessary minimum RfR investment costs)
• [x] Determine costs of ecosystem services, social benefits, and other co-benefits

Report To-Dos

• [x] Verification / Validation of the model
• [x] Include multi-actor perspectives

Technical/Code To-Dos

• [x] Change some scenario discovery functions into a method that we can run for analysis for different scenario/policy sets, worst- and best-cases (different quantiles), and different outcomes. – @WKSu
• [x] Sum up costs together for the boxplot in Notebook 2. - @WKSu
• [x] Calculate total number of possibilities in scenario and lever space.
• [ ] Create a feature plot for sensitivity analysis on policies.

[jasonrwang]

@WKSu and I did 1 and 2 tonight; see ad32243

[WKSu]

Everything is finished!

[jasonrwang]

Looking at how to initialize robust_optimization (AbstractGeneticAlgorithm.initialize in platypus) with policies that we already have so we can check for hypervolume convergence. (Epsilon progress already converged).

[jasonrwang]

We're still bit unclear over how the hypervolume indicator works (see a0fad54).