Matrices Flashcards

1
Q

What is a matrix

A

A rectangular grid of numbers enclosed in brackets

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2
Q

What is the order of a matrix?

A

It’s shape/size eg. m x n where m is rows and n is columns.

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3
Q

Elements in a matrix

A

A specific number enclosed in a matrix. Denoted by aij
Where a is the matrix it’s in.
i is the row and j is the column

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4
Q

Gaussian elimination for 2 rows

A

Put equations in augmented matrix.
Manipulate rows by either multiplying/dividing or adding/subtracting multiples of other rows.
Goal is to have 0 in bottom left element. Then extract values of x and y from augmented matrix.

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5
Q

Gaussian elimination for 3 rows.

A

Similar to 2 except we have 3 variables and rows. Final row should be to have a right angled triangle of 0s in bottom left corner. Then extract information.

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6
Q

How to recognise redundancy during Gaussian elimination

A

When all of bottom lines elements are 0.

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7
Q

How to recognise inconsistency in Gaussian elimination.

A

When bottom lines elements are all 0 except answer.

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8
Q

How to work through Gaussian elimination with redundancy

A

Let z = a new variable and use to solve other variables.

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9
Q

How to work through Gaussian elimination with inconsistency.

A

We cannot.

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10
Q

Adding and subtracting matrices.

A

Add or subtract separate elements within that are in the same position in their respective matrices.

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11
Q

Multiplying matrices by a scalar

A

Multiply all elements by this scalar.

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12
Q

What types of matrices can me multiply together

A

Conformable matrices.

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13
Q

What makes to two matrices conformable

A

One on the right has the same number of columns as the one on left has rows.

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14
Q

How to multiply two conformable matrices.

A

We add products of rows on the left and columns on the right. We form new matrix. We use rows/columns that overlap for parts on our new matrix.

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15
Q

Notation for transpose of a matrix

A

A’ or A^T

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16
Q

How do we work out A’

A

First row changes to become first column and so on.

17
Q

What makes a matrix symmetrical

A

When A’ = A (must be square)

18
Q

What makes a matrix skew symmetrical

A

A’=-A (must be diagonal line of 0

19
Q

Notation of determinant

A

detA or |A|

20
Q

How to find determinant of a 2x2 matrix

A

(a b) detA = ad-bc
(c d)

21
Q

How to find determinant of a 3x3 matrix

A

( a b c ) detA = a (ei - fh) - b(di - fg) + c (dh-eg)
( d e f )
( g h i )

22
Q

How to find determinant of a 3x3 matrix

A

detA = a (ei - fh) - b(di - fg) + c (dh-eg)
( a b c )
( d e f )
( g h i )

23
Q

What is the identity matrix, I

A

The equivalent of multiplying by 1 for a matrix. It is a square matrix with a diagonal of 1s going from top left to bottom right and the other elements being 0.

24
Q

How to find inverse of a 2x2 matrix

A

If A = (a b)
(c d)

Then A^-1 = 1/detA * (d -b)
(-c a)

25
Q

What makes a matrix singular?

A

If detA=0