Configuration linear program: Difference between revisions

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=== The dual LP ===
The [[dual linear program]] of the fractional LP is:<blockquote><math>\text{maximize}~~\mathbf{n}\cdot \mathbf{y}~~~\text{s.t.}~~ A^T \mathbf{y}^T A \leq \mathbf{1}~~~\text{and}~~ \mathbf{y}\geq 0</math>.</blockquote>It has ''S'' variables ''y''<sub>1</sub>,...,''y<sub>S</sub>'', and ''C'' constraints - one for each configuration. It has the following economic interpretation.<ref name=":12" /> For each size ''s'', we should determine a nonnegative price ''y<sub>s</sub>''. Our profit is the total price of all items. We want to maximize the profit '''n''' '''y''' subject to the constraints that the total price of items in each configuration is at most 1.
 
=== Solving the fractional LP ===