Lukas' Notes

Definition

Linear Programming

Linear programming is the optimisation problem with fixed input , , :

Choose a feasible satisfying the linear inequalities; scores each unit of . Unlike ILP, variables may be real-valued. LP is solvable in polynomial time.

Columns correspond to variables; rows correspond to constraints.

Decision Version

Given a target , the decision version asks