Which of the following is a common application of dynamic programming in numeric
Practice Questions
Q1
Which of the following is a common application of dynamic programming in numerical applications?
Matrix multiplication
Finding the shortest path
Sorting algorithms
Binary search
Questions & Step-by-Step Solutions
Which of the following is a common application of dynamic programming in numerical applications?
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 often used in optimization problems, where we want to find the best solution among many possible solutions.
Step 3: Identify a common problem where dynamic programming is applied. One such problem is finding the shortest path in a graph.
Step 4: A graph is made up of nodes (points) and edges (connections between points). The shortest path is the least costly route from one node to another.
Step 5: Dynamic programming helps to efficiently find this shortest path by storing the results of subproblems (like the shortest paths from one node to another) to avoid redundant calculations.
