We easily spot unboundedness or alternate optima on a 2D graph when constraint lines line up or leave an open boundary, but how do optimization packages detect these special cases when dealing with dozens of decision variables?
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The graphical method is limited to two or three variables, while higher-dimensional problems require other methods or software to find the optimal solution.
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