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Answers for “对于最小化算法来说是 2-近似意味着什么?”

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It means that in the worst case, the algorithm's output cost is at most twice the true optimal cost.

Conditions: The problem is a minimization problem.; The algorithm is a 2-approximation.

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For minimization problems, the guarantee is C≤ρ(n)⋅C∗C \leq \rho(n) \cdot C^*. For maximization problems, it is C≥C∗ρ(n)C \geq \frac{C^*}{\rho(n)}.

Conditions: C is the algorithm-produced cost.; C* is the true optimal cost.; rho(n) is the approximation bound.

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An approximation bound is a guaranteed multiplicative limit on how much worse the algorithm's result can be than the true optimum in the worst case.

Conditions: Used for minimization or maximization problems.; Expresses a worst-case guarantee relative to the optimum.