Practice Algebraic Multiplicity - 29.3.1 | 29. Eigenvalues | Mathematics (Civil Engineering -1)
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Algebraic Multiplicity

29.3.1 - Algebraic Multiplicity

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Practice Questions

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Question 1 Easy

What is algebraic multiplicity?

💡 Hint: Consider how many times you can factor the polynomial.

Question 2 Easy

Define geometric multiplicity.

💡 Hint: Think about how many directions correspond to that eigenvalue.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What does algebraic multiplicity refer to?

The number of eigenvectors for an eigenvalue
The number of times an eigenvalue is a root of the characteristic polynomial
The stability of the matrix

💡 Hint: Focus on root counting!

Question 2

True or False: Geometric multiplicity can be greater than algebraic multiplicity.

True
False

💡 Hint: Remember the inequalities we've discussed.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Consider a matrix with characteristic polynomial p(λ) = (λ - 3)³(λ - 2) = 0. Determine the algebraic and geometric multiplicities for each eigenvalue.

💡 Hint: Don't forget the concepts and check eigenspace dimensions!

Challenge 2 Hard

If an eigenvalue's algebraic multiplicity is 5 and geometric is 3, what can you infer about the matrix properties in terms of stability?

💡 Hint: Link it back to applications in structural assessments.

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