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An optimum Remedy needn't exist, for two reasons. First, In the event the constraints are inconsistent, then no feasible Option exists: As an example, the constraints x ≥ 2 and x ≤ 1 can not be glad jointly; In this instance, we say which the LP is infeasible. Next, once the polytope is unbounded during the direction of the gradient of the objective perform (the place the gradient of the objective function is definitely the vector from the coefficients of the objective purpose), then no optimum benefit is attained because it is often attainable to accomplish better than any finite price of the target purpose. Best vertices (and rays) of polyhedra[edit]
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Its goal function is an actual-valued affine (linear) operate outlined on this polytope. A linear programming algorithm finds a degree within the polytope wherever this perform has the most important (or smallest) value if these kinds of a degree exists.
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The objective function maximizes or minimizes the worth with the present evaluate Z that can be possibly a complete financial gain or full Expense or an equal amount of money.
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It is feasible to acquire an exceptional Remedy to the dual when only an exceptional Option on the primal is thought utilizing the complementary slackness theorem. The theorem states:
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