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Thank you Bruno Colonetti and Riley Clement. This is very helpful. Something I should have mentioned is that k (number of contiguous variables set) is a Gurobi variable in my formulation. I get the...

Yes! k contiguous variables *have* to be 1! Let me edit the question to reflect this.