To find the magnitude of a vector, we calculate the distance between its initial point and its terminal point. The
magnitude of vector
is denoted
or
and can be computed using the formula
Note that because this vector is written in component form, it is equivalent to a vector in standard position, with its initial point at the origin and terminal point
Thus, it suffices to calculate the magnitude of the vector in standard position. Using the distance formula to calculate the distance between initial point
and terminal point
we have
Based on this formula, it is clear that for any vector
and
if and only if
The magnitude of a vector can also be derived using the Pythagorean theorem, as in the following figure.
We have defined scalar multiplication and vector addition geometrically. Expressing vectors in component form allows us to perform these same operations algebraically.
Definition
Let
and
be vectors, and let
be a scalar.
Scalar multiplication:
Vector addition:
Performing operations in component form
Let
be the vector with initial point
and terminal point
and let
Express
in component form and find
Then, using algebra, find
and
To place the initial point of
at the origin, we must translate the vector
units to the left and
units down (
[link] ). Using the algebraic method, we can express
as
To find
add the
x -components and the
y -components separately:
Now that we have established the basic rules of vector arithmetic, we can state the properties of vector operations. We will prove two of these properties. The others can be proved in a similar manner.
Properties of vector operations
Let
be vectors in a plane. Let
be scalars.
Proof of commutative property
Let
and
Apply the commutative property for real numbers: