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Are redundancy and degeneracy the same in Linear Programming? If not, what makes them different?

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No, they are completely different. Redundancy means a constraint can be removed entirely with no effect. Degeneracy means a corner point appears mathematically "simpler" than usual, causing tie ratios and extra pivots. They are not related at all.

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