Y1, C6 - Matrices Flashcards

1
Q

How many rows and columns does a 3 x 2 matrix have

A

3 rows
2 columns

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2
Q

How to add or subtract matrices

A

Add / subtract the corresponding matrix

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3
Q

What is a zero matrix

A

All elements are 0

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3
Q

What is an identity matrix

A

Square matrix 0s filled with 1s in the leading diagonal

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4
Q

What are the only matrices that can be raised to a power
A

A

Square matrices

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5
Q

When can you multiply two matrices

A

When the dimensions agree
The columns of matrix A must equal the rows of matrix B e.g.
(3 x 4) * (4 x 5)

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6
Q

Are matrices commutative or noncommutative and what does this mean

A

Noncommutative
The order in which you multiply matrices changes the output

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6
Q

What happens when you multiply by an identity matrix (A * I) OR (I * A)

A

The result will equal A

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7
Q

Matrix multiplication is associative, what does this mean

A

A(BC) = (AB)C
it doesn’t matter what order you multiply in

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8
Q

What does the determinant of a matrix tell you

A

If it has an inverse

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9
Q

How do you know if a matrix has an inverse

A

If the determinant is NOT 0

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10
Q

What is a singular matrix

A

A matrix with no inverse, determinant = 0

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11
Q

What is a non-singular matrix

A

A matrix with an inverse, determinant greater or less than 0

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12
Q

Formula for the determinant of a 2 x 2 matrix

A

(ad) - (bc)

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13
Q

Formula for determinant of a 3 x 3 matrix

A

a(ei - fh) - b(di - fg) + c(dh - eg)
minor of A - minor of B + minor of C

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14
Q

What is the minor of a 3 x 3 matrix

A

The determinant of the 2 x 2 matrix left over after the rows and columns of the element you are working out for the minor for have been crossed out

15
Q

What is M x M^-1

A

I

16
Q

What does it mean if a matrix is self inverse

A

M = M^-1
M * M = I
M^2 = I

17
Q

How do you inverse a 2 x 2 matrix

A

A^-1 = 1 / (det(A)) (d , -b, -c, a)
(1 / determinant of A) * matrix with a and b swapped, b and c negated)

18
Q

BAB = I, prove A = B^-1 * B^-1

A

BAB = I
B^-1 BAB = B^-1 I
IAB = B^-1
AB = B^-1
A = B^-1 B^-1

19
Q

Prove that (PQ)^-1 = Q^-1 * P^-1

A

(PQ)(PQ)^-1 = I
Q(PQ)^-1 = P^-1
(PQ)^-1 = Q-1 * P^-1

20
Q

What is the transpose of a matrix (A^T)

A

The rows and columns are interchanged
m x n becomes n x m

21
Q

What is a matrix of cofactors (C)

A

A matrix which follows the pattern of +, -, +, -

22
Q

How to find the inverse of a 3 x 3 matrix

A

1) Find det(A)
2) Form a matrix of minors
3) Form a matrix of cofactors (negate every other element)
4) A^-1 = (1 / det(A)) * C^T
Inverse = (1 / determinant) * Transpose of matrix of cofactors

23
Q

How can you use a matrix to solve simultaneous equations

A

If A(x, y, z) = v then (x, y, z) = A^-1 * v

24
Q

What does it mean if a system of equations is inconsistent

A

There are no solutions

25
Q

What is a sheaf

A

When 3 planes intersect along a line

26
Q

What is a prism in matrices

A

When planes intersect in pairs but don’t all intersect at any one point

27
Q

What does it mean if a system of equations is consistent

A

There is at least one solution of all three equations

28
Q

How would you know if 3 simultaneous equations are consistent or inconsistent, if there have one, zero, or infinite solutions and if they: meet at a point, a plane, a sheaf, parallel, or create a prism

A

No solutions, parallel or prism, use 2 of the equations to eliminate a variable and if remaining equations are multiples it is parallel
If infinite solutions, sheaf or same planes, if all planes are multiples they are a plane
One solution, all planes meet at one point