Asymptotic notation is a mathematical tool used to describe the limiting behavior of a function as its argument tends toward a particular value or infinity, often used in computer science to classify algorithms by their time or space complexity. It provides a way to express the efficiency of algorithms in terms of their growth rates, allowing for a comparison of performance independent of machine-specific constants and lower order terms.