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The weak duality theorem states that the target functionality value of the dual at any possible solution is often increased than or equal to the objective operate value of the primal at any possible Remedy. The robust duality theorem states that When the primal has an exceptional Option, x*, then the dual also has an best solution, y*, and cTx*=bTy*.

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Other varieties, like minimization complications, complications with constraints on choice kinds, and troubles involving detrimental variables can always be rewritten into an equal problem in regular kind.

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The vertices with the polytope are also known as standard feasible methods. The main reason for this preference of name is as follows. Allow d denote the volume of variables. Then the elemental theorem of linear inequalities implies (for feasible troubles) that For each and every vertex x* with the LP possible location, there exists a set of d (or less) inequality constraints from the LP this sort of that, when we deal with People d constraints as equalities, the unique Remedy is x*.