Mixed Integer Programming, Sos2, Piecewise Linear Modeling, Cplex, Gurobi.
linear approximation, let’s deep dive into an illustrative implementation. We are going to maximize the linear approximation of the sigmoid displayed before. Formally, this is the problem we want to solve: Graphically, we observe that the optimal value for x is 6. We therefore expect our solver to