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Which of the following statements is true about dynamic programming?

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Question: Which of the following statements is true about dynamic programming?

Options:

  1. It is only applicable to optimization problems
  2. It can be used for both optimization and counting problems
  3. It is always faster than greedy algorithms
  4. It requires a sorted input

Correct Answer: It can be used for both optimization and counting problems

Solution: 

Dynamic programming can be applied to both optimization and counting problems, making it versatile in problem-solving.

Which of the following statements is true about dynamic programming?

Practice Questions

Q1
Which of the following statements is true about dynamic programming?
  1. It is only applicable to optimization problems
  2. It can be used for both optimization and counting problems
  3. It is always faster than greedy algorithms
  4. It requires a sorted input

Questions & Step-by-Step Solutions

Which of the following statements is true about dynamic programming?
  • Step 1: Understand what dynamic programming is. It is a method used to solve complex problems by breaking them down into simpler subproblems.
  • Step 2: Recognize that dynamic programming is useful for optimization problems, where you want to find the best solution among many options.
  • Step 3: Note that dynamic programming can also be used for counting problems, where you want to count the number of ways to achieve a certain outcome.
  • Step 4: Conclude that because dynamic programming can handle both types of problems, it is considered versatile in problem-solving.
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