Which of the following is a common application of dynamic programming?

Practice Questions

Q1
Which of the following is a common application of dynamic programming?
  1. Finding the shortest path in a graph
  2. Sorting an array
  3. Searching an element in a list
  4. Reversing a string

Questions & Step-by-Step Solutions

Which of the following is a common application of 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: Recognize that dynamic programming is often used in optimization problems, where we want to find the best solution among many possible options.
  • Step 3: Identify a common problem that can be solved using dynamic programming. One such problem is finding the shortest path in a graph.
  • Step 4: Learn about Dijkstra's algorithm, which is a specific method used to find the shortest path in a graph. It uses dynamic programming principles to efficiently find the best route.
  • Step 5: Conclude that finding the shortest path in a graph, like using Dijkstra's algorithm, is indeed a common application of dynamic programming.
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