openmole / mgo

Purely functional genetic algorithms for multi-objective optimisation
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[Open Ended Evolution] Metrics #9

Open JusteRaimbault opened 5 years ago

JusteRaimbault commented 5 years ago

We have internal metrics in mgo to measure crowding, diversity (the hitmap) in pse ; but we do not have generic measures of open-endedness, which could be useful to test benchmark pse or new algorithms. I cam across this nice paper : https://www.mitpressjournals.org/doi/full/10.1162/artl_a_00280 where they provide a consistent set of metrics with an open source implementation (in cpp though) ; we may want to implement these in mgo