A Fully Polynomial Time Approximation Scheme (FPTAS) is an algorithm that provides solutions to optimization problems within any desired degree of accuracy and runs in polynomial time concerning both the input size and the reciprocal of the error parameter. It is particularly useful for NP-hard problems where exact solutions are computationally infeasible, offering a trade-off between solution accuracy and computational efficiency.