Practice Inductive Structure for Cost Calculation - 44.1.4 | 44. Matrix multiplication | Data Structures and Algorithms in Python
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is the time complexity for multiplying two matrices of sizes m x n and n x p?

πŸ’‘ Hint: Think about the dimensions of the matrices.

Question 2

Easy

Define the associative property in multiplication.

πŸ’‘ Hint: Consider how grouping affects the multiplication.

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 is the time complexity for multiplying two matrices?

  • O(n)
  • O(n^2)
  • O(m * n * p)

πŸ’‘ Hint: Think about the sizes of the involved matrices.

Question 2

Matrix multiplication is associative. True or False?

  • True
  • False

πŸ’‘ Hint: Recall the definition of associativity.

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Challenge Problems

Push your limits with challenges.

Question 1

A matrix chain multiplication problem involves matrices A (10x20), B (20x30), and C (30x40). Calculate the cost of both possible multiplication orders and determine the optimal order.

πŸ’‘ Hint: Work through the associative property and costs step by step.

Question 2

Given matrices of sizes (10x100), (100x5), and (5x50), determine the efficient multiplication order to minimize computational costs. Compare all possible pairs and demonstrate the resulting total cost.

πŸ’‘ Hint: Draw a cost diagram to visualize and solve the problem effectively.

Challenge and get performance evaluation