complexity analysis

Complexity analysis is a way to measure how the resources needed by an algorithm, such as time or memory, grow as the input size increases. It helps us understand the efficiency and scalability of algorithms, ensuring they perform well even with large data sets. By analyzing complexity, we can compare different approaches and choose the most suitable one for a given problem, optimizing performance and resource use in practical applications.