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Top 25 Dynamic programming problems for interviews
This section contains the link to the solution of the top 25 dynamic programming problems for interviews.
Submitted by Radib Kar, on June 19, 2020
Dynamic programming is one of the most asked paradigms in any product-based company interviews. You can expect DP in online assessments also if you are in touch with any product-based company. For beginner its, of course, a Tough nut to crack. But if we can learn the pattern, we can solve dynamic problems easily. At IncludeHelp, we have tried to list out popular dynamic programing problems asked most frequently in company interviews and have listed them according to their patterns. If you learn one pattern you can solve all problems in the category.
List to the dynamic programming problems
These are the most important dynamic programming problems asked in various technical interviews,
- (0-1) knapsack problem
- House robber
- Coin change
- Optimal strategy in a game
- Word break Problem
- Longest Increasing Subsequence
- Equal sum partitions
- Egg Dropping puzzle
- Knapsack with duplicate items
- Minimum path sum
- Unique number of ways to reach
- Longest common subsequence
- Edit distance
- Egg dropping puzzle
- Subset sum
- Minimum number of jumps
- Rod Cutting
- Adjacent are not allowed
- Number of binary strings without consecutive 1's
- Total number of non-decreasing number
- Highway billboard
- Minimum cost to make two strings similar
- Total number of palindromic subsequences
- Minimum number of deletions to make it sorted sequence
- Find out Longest palindromic subsequence
These are frequently asked dynamic programing questions as of now. We will keep updating the section as per the latest interview problems. Feel free to comment if you find any other problem to be listed here.