Thomj-Dev / SEMBAS

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Tools for enumerating envelopes #12

Open ThomJ130 opened 3 months ago

ThomJ130 commented 3 months ago

Some search spaces may contain multiple envelopes, in which case it is necessary to distinguish between their distinct geometries.

Does a point belong to a given envelope?

This is necessary for improving sampling of the search space. It could be used to avoid redundancy in sampling from known envelopes.

Are two boundaries the same?

If an envelope has been partially explored, and exploration has begun on a new envelope, there is a possibility that they are connected. The reason for stopping exploration early is due to limited test resources and trying to find distinct regions of the search space.