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An optimum Alternative need not exist, for two factors. First, if the constraints are inconsistent, then no possible Option exists: As an illustration, the constraints x ≥ two and x ≤ one can't be content jointly; In this instance, we say the LP is infeasible. Next, in the event the polytope is unbounded while in the course from the gradient of the objective function (exactly where the gradient of the objective perform is the vector of the coefficients of the target functionality), then no optimum value is attained mainly because it is often possible to accomplish much better than any finite value of the target purpose. Ideal vertices (and rays) of polyhedra[edit]

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The optimum from the linear Expense purpose is exactly where the crimson line intersects the polygon. The red line is really a amount list of the fee operate, along with the arrow implies the direction wherein we're optimizing.

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