2.1/2.2 Flashcards
What does A_32 mean?
3rd row 2nd column
what are diagonal entries?
if [1 2 3; 4 5 6; 7 8 9;] then 1 5 and 9 are the diagonal entry
do the matrices have to be the same size to do addition?
yes
what are the properties of matrix addition?
a. A + B = B + A
b. (A+B)+C=A+(B+C)
c. A + 0 =A
d.r(A+B)=rA+rB
e.(r+s)A=rA+sA
f.r(sA)=(rs)A
If A is mxn matrix, B is nxp and x is in R^p, denote the columns of B by b_1,…,b_p and the entries in x and x_1,…,x_p. Then,
Bx=x_1 b_1+…+x_p b_p
By linearity of multiplication by A…
A(Bx) =A(x_1 b_1)+…+A(x_p b_p)
=x_1 Ab_1+…+x_p Ab_p
The vector A(Bx) is a linear combination of the vector Ab_1,…,Ab_1 using the entries in x as weights. This linear combination in matrix notation is:
A(Bx)=[Ab_1 ….. Ab_p]x
Transforms x into A(Bx)
If A is an m x n matrix and if the B is an n x p matrix w/columns are Ab_1 … Ab_p. That is… (What is the definition of matrix multiplication?)
AB = A[b_1 …. b_p] = [Ab_1 …. Ab_p]
whats the row column rule?
when you multiply matrices, write the sizes next to each other, then if the middle of the sizes are the same number, you cross them out then your size of the multiplied matrix is the two numbers remaining
is matrix multiplication communicative?
no unless your using the identity matrix
what is is A^k intuitively?
list of k matrices(A)
what is A^T?
the rows become the columns and the columns become the rows.
thrm abt transposing matrices?
a. (A^T)^T = A
b. (A+B)^T = A^T + B^T
c.for any scalar, r, (rA)^T = rA^T
d. (AB)^T = B^T*A^T
what’s a singular and non singular matrix?
singular matrix- a square matrix that has no inverse
nonsingular matrix-an invertible matrix
what is the det A?
if A = [a b; c d;]. det A = ad-bc
what is the general formula for the inverse of a 2 x 2 matrix?
if A = [a b; c d;], then A^-1 is
1/(ad-bc) * [d -b; -c a;]