Vector magnitude Calculator
Find the magnitude of a 3D vector.
Formula first
Overview
Vector magnitude, also known as the Euclidean norm, represents the total length or distance of a vector from its origin to its tip in a three-dimensional Cartesian coordinate system. It is calculated by taking the square root of the sum of the squares of the vector's orthogonal components, effectively applying the Pythagorean theorem to 3D space.
Symbols
Variables
a_x = x-component, a_y = y-component, a_z = z-component, |\mathbf{a}| = Magnitude
Apply it well
When To Use
When to use: Apply this formula whenever you need to convert vector components into a single scalar value representing size, strength, or distance. It is used in scenarios where direction is known or given via components and only the total magnitude is required for further calculation.
Why it matters: This calculation is foundational in physics for determining the strength of force fields, the speed of an object from velocity components, and the distance between points in space. In engineering and computer science, it is essential for normalizing vectors to create unit vectors used in lighting and motion simulations.
Avoid these traps
Common Mistakes
- Adding components then rooting.
- Sign errors cancelling squares.
One free problem
Practice Problem
A displacement vector has components of 3 meters along the x-axis, 4 meters along the y-axis, and 12 meters along the z-axis. Calculate the total magnitude of this displacement.
Solve for:
Hint: Square each component, add them together, and then find the square root of the total.
The full worked solution stays in the interactive walkthrough.
References
Sources
- Halliday, Resnick, Walker, Fundamentals of Physics
- Wikipedia: Euclidean vector
- Stewart, Calculus: Early Transcendentals
- Halliday, Resnick, Walker, Fundamentals of Physics, 11th Edition
- Halliday, Resnick, Walker Fundamentals of Physics
- Stewart Calculus: Early Transcendentals
- Wikipedia article 'Euclidean vector'
- Wikipedia article 'Norm (mathematics)'