What is an approximation algorithm?
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An approximation algorithm is a problem-solving approach that finds a near-optimal solution to an optimization problem rather than an exact solution. The algorithm tries to minimize the difference between the near-optimal solution and the optimal solution using a predefined measure of accuracy or error. Approximation algorithms are often used to solve NP-hard problems for which no efficient algorithm exists to find an exact solution.