python GA (only pueo implemented so far)

osu-particle-astrophysics / Shared-Code

This is a storage directory designed to house and develop any code that is shared by multiple projects.

0 stars 0 forks source link

python GA (only pueo implemented so far) #27

Closed dylanwells37 closed 6 months ago

dylanwells37 commented 6 months ago

Chosen to implement based on performance results over regular GA shown here on the PUEO wiki.

Additional features over current c++ version:

Saves and reads files from generation data folder in the rundir to prevent clutter
Adds the forced_diversity flag, shown to increase performance
Fixes infinite loop scenarios with crossover not being able to create children (it was actually pretty common after ~10 generations)
Functionality for test loop and future steady state GA
Classes for different antenna types can easily be added

dylanwells37 commented 6 months ago

Alright, I changed all the docstrings to the format you suggested and changed all 5 exit commands to use the sys module

Machtay commented 6 months ago

Looks really good to me. One thing, can you upload the settings.yaml file you read from in the GA class on this commit too?

dylanwells37 commented 6 months ago

Looks really good to me. One thing, can you upload the settings.yaml file you read from in the GA class on this commit too?

I uploaded an example settings,yaml file. The Run_GA script automatically reads in the settings file that the PUEO loop creates from the bash setup file's parameters.

Machtay commented 6 months ago

Sweet, looks good to go!