Which of the following is a real-world application of dynamic programming?
Practice Questions
Q1
Which of the following is a real-world application of dynamic programming?
Image compression
Network routing
Resource allocation
All of the above
Questions & Step-by-Step Solutions
Which of the following is a real-world application of 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: Identify real-world scenarios where problems can be broken down into smaller parts. Examples include optimizing resources, finding the best route, or compressing data.
Step 3: Recognize that dynamic programming can help in image compression by reducing file sizes while maintaining quality.
Step 4: Note that in network routing, dynamic programming can find the most efficient path for data to travel across a network.
Step 5: Understand that resource allocation involves distributing resources in the best way possible, which can also be optimized using dynamic programming.
