Math Problem Statement
Find eigenvalues and eigenvectors of the matrix G= A superscript T A and orthonomalise them. Call them v subscript 1, v subscript 2 and v subscript 3 according to the order of h subscript 1> or=, h subscript 2> or = h subscript 3 of eigenvalues of G
Solution
To solve the problem, we will proceed step by step:
1. Constructing Matrix G:
Given that , let's assume is a 3x3 matrix. Therefore, will also be a 3x3 matrix. If you have the matrix available, please provide it. If not, I'll assume a generic form of and compute .
2. Finding Eigenvalues and Eigenvectors of G:
Once is obtained, we need to find the eigenvalues () and the corresponding eigenvectors of .
3. Orthonormalization:
After finding the eigenvectors, we'll orthonormalize them. This will result in three orthonormal eigenvectors, which we will call , , and .
4. Ordering the Eigenvectors:
The eigenvectors will be ordered according to the magnitude of the corresponding eigenvalues such that: and the corresponding eigenvectors will be labeled as , , and .
Let's go through this process. Could you please provide the matrix , or would you like to proceed with a generic matrix ?
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Eigenvalues
Eigenvectors
Matrix Transposition
Orthonormalization
Formulas
G = A^T A
Theorems
-
Suitable Grade Level
Advanced Undergraduate or Graduate Level
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