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At the moment the second example has very poor solutions and extremely long solve times. There are a number of potential fixes that may work and would be good to get going in Pyomo:
- Initialize the problem with a smaller subset of the discrete variables to make the B&B less time-consuming
- Try and get a better implementation for the big-M constraints
- Check that the model is working properly regarding the lean stream "L" - currently the model does not guarantee that lean process streams are utilized fully. Fixing the L value of the process streams results in infeasible model
- Input the non-isocompositional mixing equations
- Try and get BARON or COUENNE working for the problem
These are all potential fixes that would make a good first issue for someone.
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good first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is needed