Answer
Asymptotic notation is crucial for analyzing algorithm complexity, providing a mathematical framework to describe an algorithm's efficiency as its input size tends towards infinity. It allows computer scientists to compare and categorize algorithms based on their growth rate and resource requirements, enabling the selection of optimal algorithms for specific tasks.