Practice Steps to Find Basis of Eigenvectors - 32.3 | 32. Basis of Eigenvectors | Mathematics (Civil Engineering -1)
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Practice Questions

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Question 1

Easy

What is the first step to find the basis of eigenvectors for a given matrix?

💡 Hint: Think about how you set up the determinant.

Question 2

Easy

What does the eigenspace correspond to?

💡 Hint: Consider what defines a set of vectors for a given λ.

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Interactive Quizzes

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

Question 1

What do you solve to find eigenvalues for matrix A?

  • det(A - λI) = 0
  • A - λI = 0
  • A = λI

💡 Hint: What condition makes the determinant zero?

Question 2

True or False: The eigenspace for an eigenvalue includes only the zero vector.

  • True
  • False

💡 Hint: Think about how many vectors make up an eigenspace.

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Challenge Problems

Push your limits with challenges.

Question 1

Given the 2x2 matrix A = [[1, 2], [0, 1]], calculate its eigenvalues and corresponding eigenvectors, discussing the implications of your findings.

💡 Hint: What form will the characteristic polynomial take?

Question 2

For the matrix B = [[4, 1], [0, 4]], derive the eigenvectors and explain the relevance of the result for a repetitive eigenvalue.

💡 Hint: How does the multiplicity of eigenvalues affect the linear independence of eigenvectors?

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