Math Problem Statement
Solution
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Key Content:
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Definition of Eigenspace:
- Vectors related to eigenvalue satisfy .
- The solution space for this equation is called the eigenspace of matrix .
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Examples to Solve:
- Determine the basis for the eigenspace of the given matrices:
- Matrix 1:
- Matrix 2:
- Matrix 3:
- Determine the basis for the eigenspace of the given matrices:
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Homework (TUGAS 8):
- Find eigenvalues and bases for eigenspaces for the following matrices:
- Matrix 1:
- Matrix 2:
- Matrix 3:
- Matrix 4:
- Matrix 5:
- Find eigenvalues and bases for eigenspaces for the following matrices:
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Eigenvalues and Eigenvectors
Matrix Theory
Formulas
Characteristic equation det(A - λI) = 0
Eigenspace equation (A - λI)x = 0
Theorems
Eigenvalue theorem: Solutions of det(A - λI) = 0 give the eigenvalues.
Basis for eigenspace: Nonzero solutions to (A - λI)x = 0 form the basis.
Suitable Grade Level
Undergraduate - Linear Algebra Course