Practice Numerical Methods (Brief Introduction) - 29.9 | 29. Eigenvalues | Mathematics (Civil Engineering -1)
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Practice Questions

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Question 1

Easy

What is the purpose of the Power Method in numerical computations?

💡 Hint: Think about what 'dominant' means in this context.

Question 2

Easy

Name one advantage of using the QR Algorithm.

💡 Hint: Consider the difference between finding just one eigenvalue versus all of them.

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 main purpose of the Power Method?

  • To find all eigenvalues
  • To find the dominant eigenvalue
  • To determine the matrix trace

💡 Hint: Remember what 'dominant' refers to in a matrix context.

Question 2

The QR algorithm is best used for which of the following?

  • True
  • False

💡 Hint: Think about the breadth of eigenvalue extraction.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Given a large sparse matrix from a FEM model, explain how you would approach using the Power Method to estimate an eigenvalue, detailing each step.

💡 Hint: Focus on the normalization process and how it stabilizes.

Question 2

How would the choice of the initial vector in the Power Method affect the outcome? Provide an example in civil engineering contexts.

💡 Hint: Consider cases where poor choices of vectors led to inefficiency or inaccuracies.

Challenge and get performance evaluation