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Let 𝐴 𝑏𝑒 𝑎𝑛 𝑛 × 𝑛 matrix. The characteristic polynomial of A is a polynomial of degree

Question

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Solution

1. Break Down the Problem

To determine the degree of the characteristic polynomial of an n×n n \times n matrix A A , we need to understand the relationship between matrices and their characteristic polynomials.

2. Relevant Concepts

The characteristic polynomial of a matrix A A is defined as: p(λ)=det(AλI) p(\lambda) = \text{det}(A - \lambda I) where I I is the identity matrix of the same dimension as A A , and λ \lambda is a scalar.

3. Analysis and Detail

  1. The matrix A A is n×n n \times n , meaning it has n n rows and n n columns.
  2. AλI A - \lambda I will also be an n×n n \times n matrix.
  3. The determinant of an n×n n \times n matrix is a polynomial in λ \lambda of degree n n . This is because the highest degree term in the determinant comes from the product of the diagonal elements when λ \lambda is treated as a variable.

4. Verify and Summarize

Thus, we can conclude that the characteristic polynomial p(λ) p(\lambda) of the matrix A A is a polynomial of degree n n . This confirms our understanding of the relationship between the structure of matrices and their characteristic polynomials.

Final Answer

The characteristic polynomial of an n×n n \times n matrix A A is a polynomial of degree n n .

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