Big O Notation and Classification of Algorithms (AQA A-Level Computer Science): Quizzes

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Big O Notation and Classification of Algorithms
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What does time complexity measure in algorithm analysis?

How long an algorithm takes to run

What is the key characteristic of O(1)O(1) constant time algorithms?

Execution time stays same for any input

What time complexity does an algorithm with nested loops typically have?

O(N2)O(N^2) polynomial time

How many comparisons does binary search need for over 4 billion items?

32 comparisons

Which complexity class represents the most efficient algorithms?

O(1)O(1) constant time

What does 5!5! (5 factorial) equal?

120

What defines a tractable problem?

Can be solved in polynomial time

What is the purpose of heuristic algorithms?

Provide approximate acceptable solutions

What type of problem is the halting problem?

Unsolvable problem

What complexity does a single loop through an array have?

O(N)O(N) linear time

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