Which term describes a general process to determine the resources needed by an algorithm, often expressed with Big O notation?

Which term describes a general process to determine the resources needed by an algorithm, often expressed with Big O notation?

• A. Pseudocode
• B. Algorithm Analysis
• C. Linear Algorithm
• D. Binary Search

Answer: (B)

Evaluating how much time and memory an algorithm will require as the input grows is the focus of algorithm analysis. This process studies resource usage and is usually expressed with Big O notation to describe how those requirements scale with input size. By analyzing time and space complexities, you can compare different approaches and predict performance for larger problems. Pseudocode is just a readable description of steps, not a measurement of resources. A linear algorithm refers to a class of algorithms whose running time grows linearly with input size, not the analysis process itself. Binary search is a specific algorithm with a particular efficiency, not the method used to determine resource needs.

Evaluating how much time and memory an algorithm will require as the input grows is the focus of algorithm analysis. This process studies resource usage and is usually expressed with Big O notation to describe how those requirements scale with input size. By analyzing time and space complexities, you can compare different approaches and predict performance for larger problems.

Pseudocode is just a readable description of steps, not a measurement of resources. A linear algorithm refers to a class of algorithms whose running time grows linearly with input size, not the analysis process itself. Binary search is a specific algorithm with a particular efficiency, not the method used to determine resource needs.