Computational Complexity Theory
An approximation algorithm is a type of algorithm designed to find solutions to optimization problems that are NP-hard, providing solutions that are close to the optimal answer within a specified ratio. These algorithms are particularly useful when finding the exact solution is computationally infeasible due to time complexity constraints. They guarantee results that can be evaluated against the optimal solution, making them a practical choice in many real-world applications.
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