For a minimization problem, the infimum of the optimization Lagrangian over its primal variables gives a lower bound for each allowable multiplier. Maximizing these lower bounds is the Lagrangian dual problem. Weak duality always holds; strong duality requires further hypotheses and holds for feasible bounded linear programs.
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