Math Problem Statement

Prove that a square matrix A is invertible if and only if det(A) ≠ 0 using elementary matrices and the reduced row echelon form.

Solution

The image contains a proof that a square matrix AA is invertible if and only if det(A)0\det(A) \neq 0, involving the relationship between the determinant of the matrix and its reduced row echelon form RR. The elementary steps in the proof go as follows:

  1. The goal is to show that det(A)0\det(A) \neq 0 if and only if det(R)0\det(R) \neq 0.
  2. E1,E2,,ErE_1, E_2, \dots, E_r are the elementary matrices corresponding to the row operations that reduce AA to RR.
  3. Therefore, ErEr1E1A=RE_r E_{r-1} \dots E_1 A = R, meaning these matrices transform AA into its reduced form RR.
  4. Taking the determinant of both sides: det(Er)det(Er1)det(E1)det(A)=det(R)\det(E_r) \det(E_{r-1}) \dots \det(E_1) \det(A) = \det(R)
  5. Since the determinants of the elementary matrices EiE_i are non-zero (depending on the type of row operation), we can conclude that det(A)0\det(A) \neq 0 if and only if det(R)0\det(R) \neq 0.
  6. Assuming AA is invertible, this implies that det(A)0\det(A) \neq 0, and hence R=InR = I_n, where InI_n is the identity matrix.
  7. If det(A)=0\det(A) = 0, then det(R)=0\det(R) = 0, meaning RR cannot be invertible (it would have a row of zeros).
  8. Therefore, AA is invertible if and only if R=InR = I_n and det(A)0\det(A) \neq 0.

The fact that det(EA)=det(E)det(A)\det(EA) = \det(E)\det(A) for an elementary matrix EE is used in step 5, where the determinants of both sides of the equation ErEr1E1A=RE_r E_{r-1} \dots E_1 A = R are taken.

Would you like a further breakdown of any specific part of this proof? Here are five follow-up questions that could deepen understanding:

  1. How do different types of elementary row operations affect the determinant of a matrix?
  2. Why does the determinant of an invertible matrix need to be non-zero?
  3. Can you explain how the reduced row echelon form RR is connected to matrix invertibility?
  4. How do you compute the determinant of an elementary matrix?
  5. What happens to the determinant of a matrix when a row of zeros appears?

Tip: When computing determinants, remember that row swaps change the sign of the determinant, while multiplying a row by a scalar multiplies the determinant by that scalar.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Linear Algebra
Determinants
Matrix Inversion
Elementary Matrices

Formulas

det(EA) = det(E) * det(A) for an elementary matrix E
A is invertible if and only if det(A) ≠ 0

Theorems

Invertibility of Matrices
Properties of Determinants
Elementary Row Operations

Suitable Grade Level

College Level Linear Algebra