Skip to content

Add integrability as a penalty

Emanuele Roberto Nocera requested to merge integrability_penalty into master

Created by: scarlehoff

Since PR #1007 has been merged, I've added on top of it the integrability check to the hyperoptimization routines.

Given that for integrability we have both numbers and a threshold (instead of a true/false flag) I thought it made sense to add it as a continuous penalty.

I believe this is the right choice for hyperoptimization since it grows exponentially, so it will strongly favor runs with a lower integrability number, but it will also give hyperopt a sense of hierarchy in order to choose the optimization path.

This should already be usable, let me know if you find any issues.

Merge request reports