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VCE 11 General 2023

6.01 Types of matrices

Lesson

Often we can represent information in a rectangular group, like in the following table: 

Preferred colour Female Male
Black $13$13 $6$6
Green $3$3 $10$10
Purple $8$8 $9$9

This table of information can also be represented as a matrix. In mathematics, a matrix is a particular method of displaying information. It is any rectangular array of numbers, symbols, or expressions arranged in rows and columns. So the table above would be represented by a matrix, which we can call $A$A and is shown below.

We refer to the dimensions or order of a matrix as a reference to the number of rows and number of columns.

A matrix with dimensions $m\times n$m×n has $m$m rows and $n$n columns. For instance, the following matrix has dimensions $3\times4$3×4.

Elements are the individual entries of a matrix. An element can be identified by its position (that is, its row and column) in the matrix. For the following matrix $B$B, the element in the second row and third column is $7$7, where we use the following notation $b_{23}=7$b23=7.

Generally, we may represent any matrix as the following.

 

Remember!

A matrix is a rectangular array of numbers, symbols or expressions.

The dimensions or order of a matrix is the number of rows and columns, denoted by $m\times n$m×n.

The elements of a matrix are the entries where $a_{ij}$aij denotes the element in the $i$ith row and $j$jth column of the matrix.

 

Practice questions

Question 1

Determine the dimensions of the matrix     $-1$1 $-4$4     .
    $-9$9 $9$9    
  1. $\editable{}$$\times$×$\editable{}$

Question 2

What is the entry at $a_{23}$a23 in $A$A$=$=
    $-1$1 $6$6 $5$5    
    $8$8 $-7$7 $-9$9    
    $4$4 $-2$2 $3$3    
?

 

Types of matrices

A row matrix or row vector has just a single row. The following matrix $T$T is an example of a row matrix.

A column matrix or column vector has just a single column. The following matrix $M$M is an example of a column matrix.

A square matrix has an equal number of rows and columns. The matrices $G$G and $J$J are examples of square matrices.
     
A diagonal matrix is a square matrix with elements of zero except for the leading diagonal or main diagonal. The leading diagonal represents the elements along the diagonal starting at the top-left to the bottom-right. The matrix $C$C is an example of a diagonal matrix:
 
 

An identity matrix is a special type of diagonal matrix where all the elements on the main diagonal are ones.
For example:  

Matrix $N$N is also called a binary matrix as it consists entirely of $1$1's and $0$0's.

A zero matrix is a matrix of any dimension where all of the elements are zero. For example: 

 

Practice questions

Question 3

Identify the row matrix.

  1.     $4$4 $-4$4 $-2$2    
        $-1$1 $0$0 $3$3    
    A
        $-4$4 $1$1 $4$4    
    B
        $-3$3 $5$5    
        $-4$4 $-1$1    
    C
        $3$3    
        $-2$2    
        $2$2    
    D

 

Outcomes

U1.AoS3.1

the concept of a matrix and its use to store, display and manipulate information

U1.AoS3.2

types of matrices (row, column, square, zero, identity) and the order of a matrix

U1.AoS3.7

use matrices to store and display information that can be presented as a rectangular array

U1.AoS3.8

identify row, column, square, zero and identity matrices and determine their order

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