Math Problem Statement

det(A + xI) = 0

Solution

The equation shown in the image is:

det(A+xI)=0\det(A + xI) = 0

This represents a characteristic equation, where AA is a square matrix, II is the identity matrix of the same size as AA, and xx is a scalar. The determinant of the matrix (A+xI)(A + xI) is equal to zero.

Explanation:

  1. The term A+xIA + xI means we are adding the scalar xx to every diagonal element of the matrix AA. This is essentially shifting the eigenvalues of AA by x-x.

  2. The determinant being zero implies that A+xIA + xI is a singular matrix, meaning it has at least one zero eigenvalue.

  3. Solving det(A+xI)=0\det(A + xI) = 0 typically involves finding the values of xx that make the matrix A+xIA + xI singular. These values of xx are related to the eigenvalues of the matrix AA, where x-x corresponds to an eigenvalue of AA.

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Here are some follow-up questions you might find helpful:

  1. What is an eigenvalue, and how is it related to this determinant equation?
  2. How do we find the eigenvalues of a matrix AA?
  3. Can you explain the properties of the identity matrix II?
  4. What does it mean for a matrix to be singular?
  5. How do we compute the determinant of a matrix in practice?

Tip: The determinant of a matrix gives insight into whether the matrix is invertible. A determinant of zero implies the matrix is singular, i.e., it does not have an inverse.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Eigenvalues
Determinants
Matrix Theory

Formulas

det(A + xI) = 0

Theorems

Eigenvalue Theorem

Suitable Grade Level

Undergraduate level