SUMMARY
The eigenvalues of the matrix A = [3, 1, 1; 0, 5, 0; -2, 0, 7] are confirmed to be λ = 5, 5 - √2, and 5 + √2. The characteristic polynomial derived from the determinant det(A - λI) is -λ³ + 15λ² - 73λ + 115. The discussion emphasizes the importance of recognizing the structure of the matrix to simplify the calculation of eigenvalues, particularly by expanding the determinant along the second row. The correct approach involves identifying one root and using polynomial long division to find the remaining roots.
PREREQUISITES
- Understanding of eigenvalues and eigenvectors
- Familiarity with characteristic polynomials
- Knowledge of determinants and matrix operations
- Experience with polynomial factorization techniques
NEXT STEPS
- Learn how to compute eigenvalues using MATLAB or similar software
- Study polynomial long division for solving characteristic equations
- Explore the relationship between eigenvalues and eigenspaces
- Investigate numerical methods for finding eigenvalues of larger matrices
USEFUL FOR
Students studying linear algebra, mathematicians working with matrix theory, and anyone interested in computational methods for eigenvalue problems.