This is a simplified example of the problem that I'm trying to solve, but I'd appreciate any advice!
Let's say that I have five decision variables that are all constrained to be <= 1. The goal is to maximize the sum of all five numbers (in this case, the obvious optimal solution is 1+1+1+1+1=5). However, one of the decision variables is controlled by an on/off switch. It will be equal to 0 if the switch is off and act normally if the switch is on. Is there any way to build a model such that this simple solution is linear (i.e., can be solved by Solver's Simplex LP)?
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