Practice Common Problems Solved Using DP - 7.5 | 7. Understand the Principles of Dynamic Programming for Algorithmic Optimization | Data Structure
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is Dynamic Programming?

πŸ’‘ Hint: Think of the characteristics of problems that DP can solve.

Question 2

Easy

How does the Fibonacci sequence relate to DP?

πŸ’‘ Hint: Consider how Fibonacci numbers are defined.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What technique does Dynamic Programming utilize to improve efficiency?

  • Memoization
  • Recursion
  • Sorting

πŸ’‘ Hint: Think about how DP avoids redundant computations.

Question 2

True or False: DP guarantees an optimal solution for all problems.

  • True
  • False

πŸ’‘ Hint: Consider the types of problems suitable for DP.

Solve 2 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Design a DP algorithm to solve the 0/1 Knapsack problem where input is a list of item weights and values, along with the maximum capacity of the knapsack.

πŸ’‘ Hint: Consider how each item's weight affects total value.

Question 2

Using DP, write a function to calculate the Edit Distance between 'kitten' and 'sitting'.

πŸ’‘ Hint: Remember the operations needed for each letter.

Challenge and get performance evaluation