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A team claims: 'If we spend enough time writing and testing code, every problem will eventually have an algorithmic solution.' Evaluate this claim using the distinction between computable and non-computable problems.

Try the question, check the answer, then read the explanation to understand the curriculum point.

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Question

Type

practice

Style

Topic

Classification of algorithms

Exam-style question

Try this first

A team claims: 'If we spend enough time writing and testing code, every problem will eventually have an algorithmic solution.' Evaluate this claim using the distinction between computable and non-computable problems.

Model answer

What a good answer should say

  • The claim is incorrect.
  • Some problems are computable, so an algorithmic solution can exist for them and further design, implementation and testing may help produce a working solution.
  • However, some problems are non-computable, meaning that no algorithm can solve them in every case.
  • Spending more time writing code cannot overcome the absence of an algorithmic solution.

Explanation

Why this works

A complete response should acknowledge both categories of problem, reject the claim that all problems can be solved algorithmically, and avoid confusing difficulty or lack of progress with non-computability.

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