Proof of Correctness of the Simplex Algorithm: Convergence to an Optimal Solution
Students often struggle with the distinction between local and global optimality in the context of LPs. The non-convexity of the feasible region is a common misconception, leading to doubts about why a local optimum found by Simplex is necessarily global for LPs.
Institutional Reference: Linear and Integer Programming
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