Math Problem Statement

Prove that an n × n matrix A is invertible if and only if it can be expressed as a product of elementary matrices.

Solution

Theorem:

An n×nn \times n matrix AA is invertible if and only if it can be expressed as a product of elementary matrices.

Proof:

(1) If AA is invertible, then it can be expressed as a product of elementary matrices.

We start by assuming that AA is invertible. This means that there exists a matrix BB such that: AB=InA B = I_n where InI_n is the identity matrix of size n×nn \times n.

To prove that AA can be written as a product of elementary matrices, we need to recall that elementary row operations can transform a matrix into its row-reduced echelon form (RREF). Importantly, every elementary row operation corresponds to multiplying the matrix by an elementary matrix.

Since AA is invertible, we know that its row-reduced echelon form must be the identity matrix InI_n. Therefore, we can perform a finite sequence of elementary row operations to transform AA into InI_n. Let these operations be represented by elementary matrices E1,E2,,EkE_1, E_2, \dots, E_k, such that:

EkEk1E2E1A=InE_k E_{k-1} \dots E_2 E_1 A = I_n

Multiplying both sides of this equation by A1A^{-1}, we get: A=E11E21Ek1A = E_1^{-1} E_2^{-1} \dots E_k^{-1}

Since the inverse of an elementary matrix is also an elementary matrix, this shows that AA can be written as a product of elementary matrices.

(2) If AA can be expressed as a product of elementary matrices, then AA is invertible.

Now, assume that AA can be expressed as a product of elementary matrices: A=E1E2EkA = E_1 E_2 \dots E_k where each EiE_i is an elementary matrix.

Each elementary matrix EiE_i is invertible, with its inverse also being an elementary matrix. Therefore, the product of invertible matrices is invertible. This means that AA, as the product of invertible matrices, is itself invertible.

Thus, if AA can be expressed as a product of elementary matrices, it must be invertible.

Conclusion:

We have shown both directions of the proof:

  1. If AA is invertible, then it can be expressed as a product of elementary matrices.
  2. If AA can be expressed as a product of elementary matrices, then it is invertible.

Hence, AA is invertible if and only if it can be expressed as a product of elementary matrices.


Do you want further details on any step or clarification on how elementary matrices work? Here are five questions that expand on this:

  1. What are the different types of elementary matrices and how do they relate to elementary row operations?
  2. Can you show an example of a matrix being expressed as a product of elementary matrices?
  3. How can the inverse of an elementary matrix be computed?
  4. What is the role of Gaussian elimination in proving a matrix's invertibility?
  5. How does the concept of determinant relate to the invertibility of a matrix?

Tip: When proving invertibility, always remember that a matrix is invertible if its determinant is non-zero. This gives a quick criterion for checking invertibility in practice.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Inverses
Elementary Matrices

Formulas

A B = I_n
E_k E_{k-1} ... E_2 E_1 A = I_n
A = E_1^{-1} E_2^{-1} ... E_k^{-1}

Theorems

Matrix Invertibility Theorem
Elementary Matrices Theorem

Suitable Grade Level

Undergraduate (College Level)