A Polynomial Time Approximation Scheme (PTAS) is an algorithmic framework for solving optimization problems where a solution can be found that is arbitrarily close to the optimal solution within polynomial time, depending on a specified approximation ratio. PTAS is particularly useful for NP-hard problems where exact solutions are computationally infeasible, offering a trade-off between accuracy and computational efficiency.