A method of analyzing algorithms that determines the average time or space cost over a sequence of operations. What is this concept called?
Difficulty: Hard
About this MCQ
This Hard Algorithms question asks: A method of analyzing algorithms that determines the average time or space cost over a sequence of operations. What is this concept called? The correct choice is B. Amortized analysis. Read the options below, commit to one, then use the explanation to see why that choice holds and why the others do not.
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- A. Memoization
Why not A: “Memoization” does not fit this question. The answer is Amortized analysis.
- B. Amortized analysis ✓
- C. Bellman-Ford algorithm
Why not C: “Bellman-Ford algorithm” does not fit this question. The answer is Amortized analysis.
- D. Space complexity
Why not D: “Space complexity” does not fit this question. The answer is Amortized analysis.
Correct answer
B. Amortized analysis
Explanation
Amortized analysis (option B) is the accepted answer to “A method of analyzing algorithms that determines the average time or space cost over a sequence of operations. What is this concept called”. Option A (Memoization) does not fit this question. Option C (Bellman-Ford algorithm) does not fit this question. Option D (Space complexity) does not fit this question. For this Algorithms question, the accepted answer is Amortized analysis.
Source: Algorithms Official Reference Guide
Tags: computer science, algorithms, problem solving, complexity analysis
Submitted by: MCQsHub Editorial
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