aimclub / GOLEM

Graph Optimiser for Learning and Evolution of Models
https://thegolem.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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Find out the optimal frequency of structural uniqueness verification #200

Open maypink opened 1 year ago

maypink commented 1 year ago

It is important to filtrate individuals frequently since now the same structurally identical individuals are rapidly accumulating. However, too frequent filtering can significantly slow down the evolution process.

The task it to measure how much time it takes for one check of structural uniqueness in relation to the evaluation of the generation metric and, if a little, implement a more frequent check. Not the structural uniqness check is implemented here.

Also, there is a subtask that must be done to speed up verification.