Magnitude of a Vector
A displacement arrow on a map points north-east. You know the horizontal and vertical components, but how long is the arrow itself? The magnitude of a vector answers that question every time. Using the Pythagorean theorem in 2D and its 3D extension, $|\mathbf{a}| = \sqrt{a_1^2 + a_2^2 + a_3^2}$, you will calculate lengths of vectors, verify algebraic results, and apply the distance formula in vector form.
A vector $\mathbf{v} = 3\mathbf{i} + 4\mathbf{j}$ points in the plane. Without using a formulaestimate the length (magnitude) of this vector. Is it bigger or smaller than 5 units? Why?
Every magnitude problem comes down to two decisions: identify the components, then apply the Pythagorean extension in the right number of dimensions.
For a 2D vector $\mathbf{a} = a_1\mathbf{i} + a_2\mathbf{j}$, the magnitude is the length of the hypotenuse of the right triangle formed by its components:
$|\mathbf{a}| = \sqrt{a_1^2 + a_2^2}$
In 3D, add a third component under the root:
$|\mathbf{a}| = \sqrt{a_1^2 + a_2^2 + a_3^2}$
Key facts
- $|\mathbf{a}| = \sqrt{a_1^2 + a_2^2}$ in 2D
- $|\mathbf{a}| = \sqrt{a_1^2 + a_2^2 + a_3^2}$ in 3D
- $|\mathbf{a}| \geq 0$, with $|\mathbf{a}| = 0$ only if $\mathbf{a} = \mathbf{0}$
Concepts
- Why the formula follows from Pythagoras' theorem
- The connection between magnitude and the distance formula
- How scaling a vector scales its magnitude: $|k\mathbf{a}| = |k||\mathbf{a}|$
Skills
- Calculate $|\mathbf{a}|$ from components in 2D and 3D
- Find $|\overrightarrow{AB}|$ from coordinates of $A$ and $B$
- Verify properties such as $|k\mathbf{a}| = |k||\mathbf{a}|$
The magnitude (or modulus) of a vector measures its length. For $\mathbf{a} = a_1\mathbf{i} + a_2\mathbf{j}$ in 2D, the components form the two shorter sides of a right triangle, and the vector itself is the hypotenuse. By Pythagoras:
For a 3D vector $\mathbf{a} = a_1\mathbf{i} + a_2\mathbf{j} + a_3\mathbf{k}$, we apply Pythagoras twice (first in the $xy$-plane, then lift to height $a_3$):
Example (2D): $\mathbf{v} = 3\mathbf{i} + 4\mathbf{j}$
$|\mathbf{v}| = \sqrt{3^2 + 4^2} = \sqrt{9 + 16} = \sqrt{25} = 5$
So the hook estimate: it is exactly 5, a classic 3-4-5 Pythagorean triple. Check your estimate from card 01!
Example (3D): $\mathbf{u} = 2\mathbf{i} - 1\mathbf{j} + 2\mathbf{k}$
$|\mathbf{u}| = \sqrt{2^2 + (-1)^2 + 2^2} = \sqrt{4 + 1 + 4} = \sqrt{9} = 3$
The magnitude (or modulus) of a vector measures its length. For $\mathbf{a} = a_1\mathbf{i} + a_2\mathbf{j}$ in 2D, the components form the two shorter sides of a right triangle, and the vector itself is the hypotenuse. By Pythagoras:
Pause, copy the magnitude formulas: 2D $|\vec{a}|=\sqrt{a_1^2+a_2^2}$, 3D $|\vec{a}|=\sqrt{a_1^2+a_2^2+a_3^2}$, with the Pythagorean derivation into your book.
Quick check: Which expression correctly gives $|\mathbf{a}|$ for $\mathbf{a} = -5\mathbf{i} + 12\mathbf{j}$?
We just saw that $|\vec{a}|=\sqrt{a_1^2+a_2^2}$ in 2D and $|\vec{a}|=\sqrt{a_1^2+a_2^2+a_3^2}$ in 3D, from the Pythagorean theorem. That raises a question: for a displacement vector $\overrightarrow{AB}$, you first compute components, then apply the magnitude formula, what is the common error at step one, and how does it propagate to the final answer? This card answers it → computing $B-A$ in the wrong order gives $-\overrightarrow{AB}$, but since magnitude is always positive, the error cancels in the final answer ($|\overrightarrow{BA}|=|\overrightarrow{AB}|$).
A reliable method for any magnitude calculation:
- Read off the components identify $a_1$, $a_2$ (and $a_3$). Watch signs carefully.
- Square each component squaring removes any negatives.
- Sum the squares, then take the square root.
- Simplify factor the expression under the root if possible; look for perfect squares.
For displacement vectors $\overrightarrow{AB}$, first compute $\overrightarrow{AB} = B - A$ (subtract position vectors), then apply the formula.
For displacement vectors $\overrightarrow{AB}$, first compute $\overrightarrow{AB} = B - A$ (subtract position vectors), then apply the formula.
Pause, copy the two-step magnitude procedure: (1) compute components using end-minus-start; (2) apply the magnitude formula; include a worked 3D example into your book.
Did you get this? True or false: $|{-3}\mathbf{i} + 4\mathbf{j}| = \sqrt{(-3)^2 + 4^2} = 5$.
Worked examples · 3 in a row, reveal as you go
Find the magnitude of $\mathbf{a} = -5\mathbf{i} + 12\mathbf{j}$.
Find $|\mathbf{b}|$ where $\mathbf{b} = 4\mathbf{i} - 4\mathbf{j} + 2\mathbf{k}$.
$A = (1, -2, 3)$ and $B = (4, 2, 3)$. Find the distance $|AB|$.
Fill the gap: $|2\mathbf{i} - 2\mathbf{j} + 1\mathbf{k}| = \sqrt{4 + 4 + 1} = $
Misconceptions to fix · the 3 traps that cost marks
Did you get this? True or false: $|-4\mathbf{i} + 3\mathbf{j}| = |4\mathbf{i} + 3\mathbf{j}| = 5$.
Activities · practice with the ideas
Find $|\mathbf{v}|$ where $\mathbf{v} = 6\mathbf{i} - 8\mathbf{j}$.
Find $|\mathbf{u}|$ where $\mathbf{u} = \mathbf{i} - 2\mathbf{j} + 2\mathbf{k}$.
$A = (2, 1)$ and $B = (5, 5)$. Find the distance $|AB|$ using vectors.
Verify that $|3\mathbf{a}| = 3|\mathbf{a}|$ for $\mathbf{a} = \mathbf{i} + 2\mathbf{j}$.
If $|k\mathbf{i} + 3\mathbf{j}| = 5$ and $k > 0$, find the value of $k$.
Odd one out: Three of these magnitudes are correct. Which one is NOT?
Earlier you estimated the magnitude of $\mathbf{v} = 3\mathbf{i} + 4\mathbf{j}$.
The exact answer is $|\mathbf{v}| = \sqrt{3^2 + 4^2} = \sqrt{25} = \mathbf{5}$. Did your estimate match? The key insight is that magnitude is the length of the hypotenuse, squaring the components, summing, then rooting is Pythagoras applied to the vector triangle.
Pick your answer, then rate your confidencethat tells the system what to drill next. Each retry pulls a fresh mix from the bank.
Q1. Find the magnitude of $\mathbf{w} = 8\mathbf{i} - 6\mathbf{j}$. (1 mark)
Q2. $A = (1, 3, -2)$ and $B = (4, -1, 2)$. Find the distance $|AB|$. (2 marks)
Q3. If $|k\mathbf{i} + 4\mathbf{j} - 3\mathbf{k}| = \sqrt{50}$ and $k > 0$, find the value of $k$. (2 marks)
Comprehensive answers (click to reveal)
Activity answers: 1. $|6\mathbf{i}-8\mathbf{j}| = \sqrt{36+64} = 10$ · 2. $|\mathbf{i}-2\mathbf{j}+2\mathbf{k}| = \sqrt{1+4+4} = 3$ · 3. $\overrightarrow{AB} = 3\mathbf{i}+4\mathbf{j}$, $|AB| = 5$ · 4. $3\mathbf{a} = 3\mathbf{i}+6\mathbf{j}$, $|3\mathbf{a}| = \sqrt{9+36} = 3\sqrt{5}$; $|\mathbf{a}| = \sqrt{5}$, $3|\mathbf{a}| = 3\sqrt{5}$ ✓ · 5. $k^2 + 9 = 25$, $k^2 = 16$, $k = 4$
Q1 (1 mark): $|\mathbf{w}| = \sqrt{8^2 + (-6)^2} = \sqrt{64+36} = \sqrt{100} = \mathbf{10}$ [1].
Q2 (2 marks): $\overrightarrow{AB} = (4-1)\mathbf{i} + (-1-3)\mathbf{j} + (2-(-2))\mathbf{k} = 3\mathbf{i} - 4\mathbf{j} + 4\mathbf{k}$ [1]. $|AB| = \sqrt{9+16+16} = \sqrt{41}$ [1].
Q3 (2 marks): $k^2 + 16 + 9 = 50 \Rightarrow k^2 = 25$ [1]. Since $k > 0$, $k = \mathbf{5}$ [1].
Five timed questions on vector magnitude. Beat the boss to bank a tier, gold (90% + speed), silver (75%), or bronze (50%). Replays welcome.
⚔ Enter the arenaClimb platforms by answering vector magnitude questions. A lighter alternative to the boss.
Mark lesson as complete
Tick when you've finished the practice and review.