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A matrix \(B\) is called symmetric if \(B^{T}=B .\) Write a general formula for all symmetric matrices of order \(2 \times 2 .\)

Short Answer

Expert verified
The general form of a symmetric 2x2 matrix is: \[ \begin{pmatrix} a & b \ b & d \end{pmatrix} \]

Step by step solution

01

Understand the Symmetric Matrix Condition

A matrix is symmetric if it is equal to its transpose, that is, if matrix B satisfies the equation: \[ B^{T} = B \]
02

Write General Form of a 2x2 Matrix

Consider a general 2x2 matrix: \[ B = \begin{pmatrix} a & b \ c & d \end{pmatrix} \]
03

Transpose the Matrix

Determine the transpose of matrix B, which is done by swapping rows and columns: \[ B^{T} = \begin{pmatrix} a & c \ b & d \end{pmatrix} \]
04

Set the Original Matrix Equal to its Transpose

Set up the equality based on the symmetric condition: \[ \begin{pmatrix} a & b \ c & d \end{pmatrix} = \begin{pmatrix} a & c \ b & d \end{pmatrix} \]
05

Solve for the Conditions on Matrix Elements

From the equality, equate corresponding elements: \[ a = a, \ b = c, \ c = b, \ d = d \]
06

Write the General Form of the Symmetric Matrix

Since b must equal c, the general form of a symmetric 2x2 matrix is: \[ B = \begin{pmatrix} a & b \ b & d \end{pmatrix} \]

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Matrix Transpose
The transpose of a matrix is a fundamental operation in linear algebra.
It involves flipping a matrix over its diagonal, switching the row and column indices.
Essentially, the transpose of a matrix is achieved by exchanging element positions.
For example, if we have a matrix: \[ B = \begin{pmatrix} a & b \ c & d \end{pmatrix} \]
The transpose of B, denoted as BT, would be: \[ B^{T} = \begin{pmatrix} a & c \ b & d \end{pmatrix} \]
This means that the element in the first row and second column becomes the element in the second row and first column, and vice versa.
Transposing a matrix does not change if the matrix is already symmetric.
2x2 Matrix
A 2x2 matrix is one of the simplest types of matrices used in mathematics.
It consists of two rows and two columns.
Let's consider a general 2x2 matrix: \[ B = \begin{pmatrix} a & b \ c & d \end{pmatrix} \]
Here, 'a', 'b', 'c', and 'd' are the elements of the matrix.
Despite its simplicity, understanding the structure of a 2x2 matrix is crucial for grasping more complex matrices.
In the case of symmetric matrices, these elements have unique relationships, as seen in the next section.
This structure makes it easier to solve systems of linear equations and perform other operations.
Equality of Matrices
Two matrices are said to be equal if they have the same dimensions and each corresponding element is identical.
For symmetry, this principle is applied to compare a matrix with its transpose.
To illustrate: \[ B = \begin{pmatrix} a & b \ c & d \end{pmatrix} \] and \[ B^{T} = \begin{pmatrix} a & c \ b & d \end{pmatrix} \] If B = BT, then each corresponding element must be equal: \begin{align*} a &= a \ b &= c \ c &= b \ d &= d \end{align*}
From this, it follows that for a 2x2 symmetric matrix: \[ B = \begin{pmatrix} a & b \ b & d \end{pmatrix} \]
Ensuring this equality is crucial for satisfying the symmetric matrix condition.
This concept simplifies matrix algebra and finds applications in various mathematical and engineering problems.

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Most popular questions from this chapter

Calculate cond \((A)\) for $$ A=\left[\begin{array}{ll} 1 & c \\ c & 1 \end{array}\right], \quad|c| \neq 1 $$ When does \(A\) become ill-conditioned? What does this say about the linear system \(A x=b ?\) How is cond \((A)\) related to \(\operatorname{det}(\mathrm{A})\) ?

The \(L U\) factorization of \(A\) is not unique if one only requires that \(L\) be lower triangular and \(U\) be upper triangular. (a) Given an \(L U\) factorization of \(A\), define $$ L_{1}=L D, \quad U_{1}=D^{-1} U $$ for some nonsingular diagonal matrix \(D\). Show that \(L_{1} U_{1}\) is another such factorization of \(A\). (b) Let \(L_{1} U_{1}=L_{2} U_{2}=A\), with \(L_{1}, L_{2}\) lower triangular, \(U_{1}, U_{2}\) upper triangular. Also let \(A\) be nonsingular. Show that \(L_{1}=L_{2} D, U_{1}=D^{-1} U_{2}\) for some diagonal matrix \(D\).

Let \(A\) be a square matrix. Show that $$ \left(I+2 A+3 A^{2}\right)(2 I-A)=(2 I-A)\left(I+2 A+3 A^{2}\right) $$ thus showing that the matrices \(I+2 A+3 A^{2}\) and \(2 I-A\) commute. Remark: Let $$ \begin{aligned} &p(t)=a_{0}+a_{1} t+\cdots+a_{k} t^{k} \\ &q(t)=b_{0}+b_{1} t+\cdots+b_{\ell} t^{2} \end{aligned} $$ be polynomials of degrees \(k\) and \(\ell\). Define matrices $$ p(A)=a_{0} I+a_{1} A+\cdots+a_{k} A^{k} $$ $$ q(A)=b_{0} I+b_{1} A+\cdots+b_{\ell} A^{\ell} $$ It can be shown that \(p(A) q(A)=q(A) p(A)\).

Let \(w\) be a column vector for which \(w^{T} w=1\). The product \(A=w w^{T}\) is a square matrix. Show that \(A^{2}=A\).

Use elementary row operations to transform the following matrices to the form: $$ \left[\begin{array}{lll} 1 & 0 & x \\ 0 & 1 & x \end{array}\right] $$ where \(x\) represents some arbitrary number. (a) \(\left[\begin{array}{lll}2 & 1 & 1 \\ 1 & 2 & 0\end{array}\right]\) (b) \(\left[\begin{array}{rrr}1 & 4 & 1 \\ 9 & 35 & 7\end{array}\right]\)

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