Chapter 1.3 - 1.4 Flashcards

1
Q

size of a matrix

A

rows X columns

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2
Q

What is a scalar?

A

constant

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3
Q

How do you multiply two matrices?

A
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4
Q

How do you TRANSPOSE (AT ) matrix?

A

interchange rows and columns

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5
Q

What is the trace of a matrix?

A

sum of the entries on the main diagonal of a SQUARE matrix

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6
Q

What property do all matrix traces have?

A

Commutative property: trace AB = trace BA

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7
Q

If you know that AB + BA is defined, then A and B are ____

A

square matrices

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8
Q

Matrix Properties:

A + B =

A

A + B = B + A

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9
Q

Matrix Properties:

A + (B + C) =

A

A + (B + C) = (A + B) + C

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10
Q

Matrix Properties

Associative law for multiplication:

A(BC) =

A

A (BC) = (AB) C

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11
Q

Matrix Properties

Left distributive law:

A (B + C) =

A

A (B + C) = AB + AC

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12
Q

Matrix Properties

Right distribution law:

(B + C) A =

A

(B + C) A = BA + CA

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13
Q

Properties DON’T WORK for Matrices

Not commutative:

AB ≠

A

AB ≠ BA

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14
Q

Properties DON’T WORK for Matrices

If AB = AC, then does B always = C?

A

NO, if AB = AC

B ≠ C

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15
Q

If AB = 0, then does A or B have to = 0?

A

NO: If AB = 0 then A or B don’t necessarily have to be = 0

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16
Q

What does it mean to say that two matrices COMMUTE?

A

AB = BA

17
Q

What is an IDENTITY matrix?

A

square matrix with 1s on the diagonal and 0s everywhere else

18
Q

A I = ?

A

A I = A

19
Q

Can an identity matrix have an all 0 row?

A

NO

20
Q

What is an INVERTIBLE matrix?

A

If AB = BA = I

21
Q

B is called the inverse of A if ___

A

B = A-1

22
Q

If A and B are invertible then ____

A

B = A-1 and A = B-1

23
Q

What does it mean if a matrix is SINGULAR?

A

Not invertible

24
Q

Are matrix inverses unique?

A

YES

25
Q

if B and C are both inverses of matrix A, then _____

A

B = C

26
Q

A A-1 =

A-1A =

A

A A-1 = I

A-1A = I

27
Q

How do you determine if a 2x2 matrix is invertible?

A
28
Q

Solution of a linear system by matrix inversion:

A
29
Q

(AT)T =

(A + B)T =

(kA)T =

(AB)T =

A

(AT)T = A

(A + B)T = AT + BT

(kA)T = kAT

(AB)T = AT BT

30
Q

if A and B are invertible matrices with the same size, then ___

A

AB is invertible and (AB)-1 = B-1 A-1

31
Q

If A is invertible, then AT is also invertible then ___

A

(AT)-1 = (A-1)T

32
Q

A0 =

A

A0 ​ = I

33
Q

If A is invertible, A-n =

A

A-n = (An)-1

34
Q

Do the laws of exponents still work for matrices?

A

YES

35
Q

Does (A+B)2 = A2 + 2AB + B2

A

(A+B)2 ≠ A2 + 2AB + B2

Because AB ≠ BA

36
Q

Is a square matrix a row/column of 0s invertible?

A

NOT invertible → because no matrix B can be found such that BA=I

37
Q
A