What kind of problems can be solved through dynamic programming technique?
Table of Contents
- 1 What kind of problems can be solved through dynamic programming technique?
- 2 What is dynamic programming name the problems solved by using dynamic programming algorithm technique?
- 3 Which of the following problem is not solved using?
- 4 Which of the following is required while solving a problem through dynamic programming problem?
What kind of problems can be solved through dynamic programming technique?
Applications of Dynamic Programming
- 0/1 knapsack problem.
- Mathematical optimization problems.
- All pairs shortest path problem.
- Reliability design problem.
- Longest common sub-sequence (LCS)
- Flight and robotics controls.
- Time-sharing: scheduling jobs to maximize CPU usage.
What is dynamic programming name the problems solved by using dynamic programming algorithm technique?
Like divide-and-conquer method, Dynamic Programming solves problems by combining the solutions of subproblems. Moreover, Dynamic Programming algorithm solves each sub-problem just once and then saves its answer in a table, thereby avoiding the work of re-computing the answer every time.
How many steps are needed to solve a dynamic programming problem?
The FAST Method is an acronym for the 4 steps you need to solve any dynamic programming problem: Find the First Solution. Analyze the First Solution. Identify the Subproblems.
How do you create a dynamic programming problem?
7 Steps to solve a Dynamic Programming problem
- How to recognize a DP problem.
- Identify problem variables.
- Clearly express the recurrence relation.
- Identify the base cases.
- Decide if you want to implement it iteratively or recursively.
- Add memoization.
- Determine time complexity.
Which of the following problem is not solved using?
A greedy algorithm can be used to solve all the dynamic programming problems….
| Q. | Which of the following problems is NOT solved using dynamic programming? |
|---|---|
| B. | matrix chain multiplication problem |
| C. | edit distance problem |
Which of the following is required while solving a problem through dynamic programming problem?
7 Steps to solve a Dynamic Programming problem Identify problem variables. Clearly express the recurrence relation. Identify the base cases. Decide if you want to implement it iteratively or recursively.