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Every simulation we perform creates a copy of the sim parameters and constraints parameters. Those need to be removed from files and be kept in memory to function in the webservice.
Remove all write functions for the relevant json files
Refine the sim_params & constraints_params classes
When a new point for the pareto is found, only keep the points that are actually in the pareto.
After the optimization finishes, save the remaining parameter objects for the end user to read.
Every simulation we perform creates a copy of the sim parameters and constraints parameters. Those need to be removed from files and be kept in memory to function in the webservice.