Matrices Flashcards

1
Q

define square matrix

A

A = B
(in terms of rows and columns)

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2
Q

how do you notate a matrices

A

with a bold 𝐀 or a double underlined A

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3
Q

What is trace tr(A) in a matrix?

A

the sum of the diagonal elements of the matrix
a(11) + a(22) + a(33) + a(…)

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4
Q

Upper triangular matrix (𝐔)

A

all elements below the leading diagonal are zero

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5
Q

Lower triangular matrix (𝐋)

A

all elements above the leading diagonal are zero

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6
Q

Diagonal matrix (𝐃)

A

all elements outside the leading diagonal are zero

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7
Q

unit matrix (𝐈)

A

all the diagonal elements are equal to 1 and all the other elements are zero

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8
Q

zero matrix (𝟎)

A

all its elements equal to zero

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9
Q

how do you transpose (𝐀^T) a matrix

A

by interchanging rows into columns and vice versa

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10
Q

when is a matrix said to be symmetrical

A

when 𝐀^T = 𝐀

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11
Q

How do you know if multiplying rectangular matrices is possible

A

Write the dimensions of both matrices, if the number of columns in the first is equal to the number of rows in the second then it is possible.
[3x2] and [2x4] = possible (as 2s are the same)
[2x3] and [4x2] = not possible (as 3 and 4 are different)

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12
Q

Determine the relevant signs attached to the cofactor of a minor

A

|+ - + |
|- + - |
|+ - + |

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13
Q

Laplace Expansion

A

β€˜Same as Cross product’ (look at rev card if forgotten)

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14
Q

How do you find the determinate of a matrice

A

laplace expansion

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15
Q

What are the requirements for a matrice to have an inverse

A
  • It’s must be a square matrice
  • it’s determinant (laplace expansion) can’t equal zero A β‰  0
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16
Q

How do you find the cofactors of a matrix

A

Find the minor of the matrix and add the appropriate sign

17
Q

What are the steps to find the inverse of a matrix

A
  1. Find the determinant
  2. Find the cofactor of the matrix
  3. Transpose to get the adjoint
  4. Divide it by the determinant
18
Q

How do you rearrange the equation A x = b (where x and b are vectors) to make x the subject

|a b c| |x| |p|
|d e f | |y| = |q| becomes A x = b
|l m n| |z| |r|

A

Multiple both sides by the inverse

(A x)(A^-1) = (b)(A^-1)
β€”>
x = A^-1b

19
Q

How do you find the determinate of a 4x4 matrix

A

Set the first row as the coefficients so make four 3x3 sub matrices