runtime analysis

Runtime analysis evaluates how long an algorithm takes to complete as the size of its input grows. It helps us understand the algorithm’s efficiency and scalability by measuring the time or resources needed. This analysis often uses mathematical notation to compare how different algorithms perform, especially for large or complex tasks. Essentially, it provides insight into whether an algorithm is practical for real-world use, ensuring solutions are effective and efficient as problem sizes increase.