Vectors And Linear Systems Of Equations Flashcards
Vector
a directed line segment corresponding to a displacement from one point A to another point B
Vector addition
In general if u = [u1, u2] and v = [v1, v2] then we define
u + v = [u1 + v1, u2 + v2].
Scalar multiplication
Given a vector v = [v1, v2] and c ∈ R, the scalar multiple cv is
cv = [cv1, cv2].
R3
R3 is the set of all ordered triples of real numbers R3 = {(x,y,z) : x,y,z ∈ R}.
Linear combination of vectors
A vector v is a linear combination of vectors v1 , · · · , vk
if and only if there are scalars c1, c2, · · · , ck such that v=c1v1 +c2v2 +···+ckvk
A linear equation in the n variables x1, x2, · · · , xn
an equation that can be written in the form
a1x1 +a2x2 +···anxn = b.
System of linear equations
a finite set of linear equations
A solution to a system of linear equations
a vector that is simultaneously a solution to all equations in the system.
Consistent
A system of equations is consistent if it has at least one solution
Row echelon form
A matrix is in row echelon form if and only if any all-zero rows are at the bottom and in each non-zero row, the first non-zero entry (the leading entry) is to the left of any leading entries below it
Row reduction
the process for reducing any matrix to row- echelon form, using elementary row operations
reduced row echelon form
A matrix is in reduced row echelon form if and only if it is in row echelon form, the leading entry in each nonzero row is 1 and each column containing a leading 1 has 0s everywhere else
Homogeneous
A system of linear equations is homogeneous if and only if the constant term in each equation is zero.
Spanning set
Let S = {v1, v2,··· ,vk} be a set of vectors in Rn. S is a spanning set for Rn if and only if span(S) = Rn.
f:D→Y
The set D is the domain, the set Y is the codomain.