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What is the main characteristic of a problem that can be solved using dynamic pr

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Question: What is the main characteristic of a problem that can be solved using dynamic programming?

Options:

  1. It can be solved in linear time
  2. It has optimal substructure
  3. It requires sorting
  4. It can be solved using a greedy approach

Correct Answer: It has optimal substructure

Solution: 

A problem that can be solved using dynamic programming must have optimal substructure, meaning the optimal solution can be constructed from optimal solutions of its subproblems.

What is the main characteristic of a problem that can be solved using dynamic pr

Practice Questions

Q1
What is the main characteristic of a problem that can be solved using dynamic programming?
  1. It can be solved in linear time
  2. It has optimal substructure
  3. It requires sorting
  4. It can be solved using a greedy approach

Questions & Step-by-Step Solutions

What is the main characteristic of a problem that can be solved using dynamic programming?
  • Step 1: Understand what dynamic programming is. It is a method for solving complex problems by breaking them down into simpler subproblems.
  • Step 2: Identify the main characteristic of problems suitable for dynamic programming: they must have optimal substructure.
  • Step 3: Learn what optimal substructure means: it means that the best solution to the overall problem can be built from the best solutions to its smaller parts (subproblems).
  • Step 4: Think of an example: If you want to find the shortest path in a graph, the shortest path to a destination can be found by combining the shortest paths to intermediate points.
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