Vectors

While complex numbers define a point, vectors define a line. This is important to remember because now you have to keep in mind both the magnitude and the direction of the line when dealing with vectors. Vectors start at one point and end at another point. It is convenient to describe vectors that start at the origin (denoted O) and end at a point (denoted P). The point that has the arrow defines the direction.

Vectors can be denoted as or Typically, vectors are denoted simply as a single variable, such as or A.

Vectors that start at the origin and end at another point can be described simply as coordinates. This is known as the rectangular form. An example is 4i + 3j. The “i” in vectors is not the same “i” from complex numbers, but vectors in this form are graphed in the same way. In this case, the i part is a unit vector in the positive x direction, and the j part is a unit vector in the positive y direction. The origin of the axes also serves as the origin for the vector. You may also see them defined as a magnitude and an angle only, like 5, 45°. This is known as the polar form and tells you the magnitude (or length) of the vector is 5 units at an angle of 45°. Get used to seeing vectors in both the rectangular form and the polar form because both of these forms are prevalent.

Mathematical Operations on Vectors

Similar to complex numbers, you can perform mathematical operations on vectors.

Adding and subtracting vectors

The sum or difference of vectors is called a resultant because it’s the vector that is the result of adding or subtracting vectors. To be able to find the resultant:

  1. Break down each vector into its components in the x- and y-directions using the following equations:
    1. Ax = A × cos θ
    2. Ay = A × sin θ
  2. Combine all the x components and then all the y components.
  3. Resolve the resultant into a magnitude and direction.

Example:

Find the resultant in both rectangular and polar form, of the following two vectors: and given that and that sin 60° = 0.87.

Solution:

  1. Ax + Bx = 2.61 + 2.5 = 5.11

    Ay + By = 1.5 + 4.35 = 5.85

    In rectangular form, the resultant is

  2. In polar form, the resultant is

Multiplying vectors

Vector multiplication has many meanings. Conceptually, it is not very straightforward, and you need to understand what the vectors represent to understand what type of multiplication you will want to use. The two most common types of multiplication of vectors are briefly covered below.

Dot Product: Let and be vectors and let θ be the angle between these vectors. The dot product of the vectors and is found using the following equation:

Because the dot product results in a number, or a magnitude, it is often referred to as the scalar product. Let be a nonzero vector. Then is a unit vector in the direction of The dot product of and is the magnitude of the component of the vector In the direction of the vector Therefore:

Example:

Find the dot product of the two vectors and from the previous example.

Solution:

Cross Product: The cross product allows you to find a new vector that is perpendicular to the plane of the two vectors being multiplied. Because you are finding a vector, this is also referred to as the vector product. Use the following equation to find the cross product:

Here, θ represents the smaller angle between the two vectors and n is a unit vector perpendicular to the plane formed by the vectors and The magnitude of is sin θ. The direction of is determined by the right hand rule. The right hand rule says that when you rotate the right hand from to through the smaller angle between and then your thumb points in the direction of This is the direction of the unit vector n.

Example:

Given the vectors and from the previous two examples, find the cross product.

Solution:

The magnitude of is 7.5. Here, n represents the unit vector in the positive z direction. Remember, is a vector in the plane perpendicular to the plane of vectors and The right hand rule says that is in the positive z direction. So is 7.5 units long in the positive z direction.