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 formula — estimate 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 confidence — that 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.
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