Matrices Flashcards
Definitions
diagonal matrix
- square matrix
- all the non-diagonal entries are zero
scalar matrix
diagonal matrix with leading diags all the same #
i. e
- square
- all non diag entries 0
- all diag entries same #
identity matrix
if scalars in scalar matrix are all 1’s
i. e
- square
- all non diag entries 0
- all diag entries are 1
rule for maultiplying 2 matirces A and B
cols in A = #rows in B
what is the span of a set of matrices
the set of all linear combinations of the matrices
when are two matrices of the same size linearly independent
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
transpose rules:
- (AT) T
- (A + B)T
- (kA)T
- (AB)T
- (A^r)T (wherer must be a positive integer)
- (AT) T = A
- (A + B)T = AT + BT
- (kA)T = kAT
- (AB)T = BT AT (ORDER!!)
- (A^r)T = (AT)^r (wherer must be a positive integer)
why is gaussian or gauss jordan elimination faster than inverse method for solving systems of linear equations
the inverse method works only if matrices are
- square
- invertible