Algorithm characterizations

Algorithm characterization refers to the process of defining and describing the properties, behavior, and performance of algorithms. This concept is essential for understanding how algorithms work and for comparing different algorithms to solve the same problem. Here are some key aspects of algorithm characterization: 1. **Time Complexity**: This describes how the time required to execute an algorithm grows as the size of the input increases. It is usually expressed using Big O notation (e.g.