Matrices Flashcards

Definitions

1
Q

diagonal matrix

A
  • square matrix

- all the non-diagonal entries are zero

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2
Q

scalar matrix

A

diagonal matrix with leading diags all the same #

i. e
- square
- all non diag entries 0
- all diag entries same #

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3
Q

identity matrix

A

if scalars in scalar matrix are all 1’s

i. e
- square
- all non diag entries 0
- all diag entries are 1

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4
Q

rule for maultiplying 2 matirces A and B

A

cols in A = #rows in B

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5
Q

what is the span of a set of matrices

A

the set of all linear combinations of the matrices

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6
Q

when are two matrices of the same size linearly independent

A

when the only solution tothe linear comnination is the trivial solution , i.e. c1 = c2 = c3 = 0.

if non-trivial soln then thes matrices are linearly dependent

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7
Q

transpose rules:

  1. (AT) T
  2. (A + B)T
  3. (kA)T
  4. (AB)T
  5. (A^r)T (wherer must be a positive integer)
A
  1. (AT) T = A
  2. (A + B)T = AT + BT
  3. (kA)T = kAT
  4. (AB)T = BT AT (ORDER!!)
  5. (A^r)T = (AT)^r (wherer must be a positive integer)
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8
Q

why is gaussian or gauss jordan elimination faster than inverse method for solving systems of linear equations

A

the inverse method works only if matrices are

  • square
  • invertible
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