Algorithms Analysis Practice Test 2025 – All-in-One Mastery Guide to Exam Success

Question: 1 / 400

What type of problem does the term "decision problem" refer to?

A problem with a single numeric solution

A problem with a yes or no answer

The term "decision problem" specifically refers to a type of problem that requires a yes or no answer. In computational theory, decision problems are posed in such a way that the objective is to determine whether a certain condition holds true for the input provided. Essentially, these problems focus on making a binary choice rather than calculating a value or optimizing a scenario.

For example, a classic decision problem might be determining whether a given number is prime, which can be answered with either "yes" or "no." This aligns perfectly with the definition of decision problems in computer science, distinguishing them from problems that seek numerical solutions, optimization outcomes, or those requiring brute-force approaches. Decision problems play a critical role in complexity theory and are foundational to understanding problems in NP (nondeterministic polynomial time) classifications.

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A problem that can only be solved using brute force

A problem that requires optimization

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