How to find the magnitude of a vector

A vector is a quantity that has a magnitude and a direction. In various areas of physics and mathematics, vectors are used to understand the behavior of directional quantities in two and three-dimensional spaces.

In this Answer, we will discuss how we can find the magnitude of a vector.

The magnitude of a vector

The magnitude of a vector, also known as length or norm, is defined as a scalarA numerical value. that represents its length or strength. Suppose we have a vector v\vec{v}, we represent its magnitude as v|v|.

The following diagram illustrates the magnitude part of a vector.

Magnitude of a vector
Magnitude of a vector

Calculation of a vector’s magnitude

To find the magnitude of a vector, we have two kinds of information available: the vector with its components or the vector with its endpoints. Let's discuss how to find the magnitude in both cases.

1) When a vector's components are given

Let's first understand what a vector with its component means using the following diagram:

A vector with its components(x, y) in a 2D space
A vector with its components(x, y) in a 2D space

To find the magnitude of a vector with its components' values, we follow the following steps:

  • We identify its components.

  • We square each component and add these squared values.

  • We take the square root of the sum calculated in the above step.

Let's use the above steps to find a mathematical formula of the vector's magnitude in two and three-dimensional space. Suppose we have a vector v\vec{v}.

In a 2D space, we can represent its magnitude v|v| as:

  • xx the magnitude along the x-axis

  • yy is the magnitude along the y-axis

In a 3D space, we can represent its magnitude v|v| as:

  • xx the magnitude along the x-axis

  • yy is the magnitude along the y-axis

  • zz is the magnitude along the z-axis

Example

Suppose we have a vector v\vec{v} such that:
v=(3,4)\vec{v} = (3,4)

Let's calculate its magnitude v|v|:

2) When a vector's endpoints are given

Let's first understand what a vector with its endpoints means using the following diagram:

A vector with its endpoints in a 2D space
A vector with its endpoints in a 2D space

To find the magnitude of a vector with its endpointsStarting and ending point. values, we follow the following steps:

  • We subtract the starting point's coordinates from the ending point's coordinates.

  • We square each of these differences and add these squared values.

  • We take the square root of the sum calculated in the above step.

Let's use the above steps to find a mathematical formula of the vector's magnitude in two and three-dimensional space. Suppose we have a vector v\vec{v}.

Suppose in a 2D space, we have two points P1P1 and P2P2 such that:

P1=(x1,y1)P1=(x1,y1) (Starting point of the vector)

P2=(x2,y2)P2=(x2,y2) (Ending point of the vector)

Let's represent its magnitude v|v| as:

Suppose in a 3D space, we have two points P1P1 and P2P2 such that:

P1=(x1,y1,z1)P1=(x1,y1,z1) (Starting point of the vector)

P2=(x2,y2,z2)P2=(x2,y2,z2) (Ending point of the vector)

Let's represent its magnitude v|v| as:

Note: When either the starting or endpoint of a vector is at the originAll coordinates have values zero. and the other point is v1(x1,y1)v1(x1,y1), then the formula becomes:

v=x12+y12|v|=\sqrt{x1^2 + y1^2}

Example

Suppose we have a vector vv with two endpoints P1P1 and P2P2 such that:

P1=(1,2)P1 = (1,2) (Starting point of the vector)

P2=(3,4)P2 = (3,4) (Ending point of the vector)

Let's calculate its magnitude v|v|:

Conclusion

We can find the magnitude of a vector after following a series of steps based on the vector's data provided. This magnitude helps us determine a vector's length, disregarding its direction. Moreover, it is extremely helpful in physics, engineering, and computer graphics to understand the movement of objects, compare their strengths, and make predictions.

Unlock your potential: Vector series, all in one place!

If you've missed any part of the series, you can always go back and check out the previous Answers:

Free Resources

HowDev By Educative. Copyright ©2025 Educative, Inc. All rights reserved