Some MILP problems result in multiple equally good (local) solutions. A non-arbitrary way (independent of random state) to deal with those is to create a union of them.
SCIPy will additionally not converge properly with larger problems (now more notable due to recent update and size increase of the OmniPath PPI).
Implement an option to internally generate a union of solutions
Some MILP problems result in multiple equally good (local) solutions. A non-arbitrary way (independent of random state) to deal with those is to create a union of them.
SCIPy will additionally not converge properly with larger problems (now more notable due to recent update and size increase of the OmniPath PPI).