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hscscience Ext 1 · Y12
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Module 6 · L9 of 20 ~35 min ⚡ +95 XP available

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.

Today's hook — A vector has components $\mathbf{v} = 3\mathbf{i} + 4\mathbf{j}$. Without computing, estimate its magnitude. Is it bigger or smaller than 5? Jot your guess — you'll verify it after card 05.
0/5QUESTS
01
Recall — your gut answer first
+5 XP warm-up

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?

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02
The two moves
+5 XP to read

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:

$|\mathbf{a}| = \sqrt{a_1^2 + a_2^2 + a_3^2}$

a₁ a₂ |a| |a| = √(a₁² + a₂²)
$|\mathbf{a}| = \sqrt{a_1^2 + a_2^2 + a_3^2}$
Always non-negative
$|\mathbf{a}| \geq 0$ for all vectors. The zero vector $\mathbf{0}$ has magnitude 0. There is no such thing as a negative magnitude.
Same as distance
The magnitude $|\overrightarrow{AB}|$ equals the distance from $A$ to $B$. The distance formula from coordinate geometry is the same calculation.
Notation
All of $|\mathbf{a}|$, $\|\mathbf{a}\|$, and $|\vec{a}|$ denote magnitude. The HSC usually uses $|\mathbf{a}|$ with single bars. Modulus means the same thing.
03
What you'll master
Know

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 $\mathbf{a} = \mathbf{0}$
Understand

Concepts

  • Why the formula follows from Pythagoras' theorem
  • The connection between magnitude and the distance formula
  • How scaling a vector scales its magnitude: $|k\mathbf{a}| = |k||\mathbf{a}|$
Can do

Skills

  • Calculate $|\mathbf{a}|$ from components in 2D and 3D
  • Find $|\overrightarrow{AB}|$ from coordinates of $A$ and $B$
  • Verify properties such as $|k\mathbf{a}| = |k||\mathbf{a}|$
04
Key terms
Magnitude / ModulusThe length (size) of a vector, denoted $|\mathbf{a}|$. Always a non-negative real number.
ComponentsThe scalar values $a_1, a_2$ (and $a_3$ in 3D) that resolve a vector along coordinate axes.
Position vectorThe vector $\overrightarrow{OA}$ from the origin to point $A$. Its magnitude equals the distance from the origin to $A$.
Distance formula$|AB| = \sqrt{(x_2-x_1)^2 + (y_2-y_1)^2}$ — identical to finding $|\overrightarrow{AB}|$.
Zero vector$\mathbf{0} = \mathbf{0i} + \mathbf{0j}$. Its magnitude is $0$. It is the only vector with zero magnitude.
Scalar multiple property$|k\mathbf{a}| = |k||\mathbf{a}|$ for any scalar $k$. Scaling a vector by $k$ scales its length by $|k|$.
05
The magnitude formula
core concept

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:

$$|\mathbf{a}| = \sqrt{a_1^2 + a_2^2}$$

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 $a_3$):

$$|\mathbf{a}| = \sqrt{a_1^2 + a_2^2 + a_3^2}$$

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): $\mathbf{u} = 2\mathbf{i} - 1\mathbf{j} + 2\mathbf{k}$

$|\mathbf{u}| = \sqrt{2^2 + (-1)^2 + 2^2} = \sqrt{4 + 1 + 4} = \sqrt{9} = 3$

Distance formula connection. Given $A(x_1, y_1)$ and $B(x_2, y_2)$, the vector $\overrightarrow{AB} = (x_2 - x_1)\mathbf{i} + (y_2 - y_1)\mathbf{j}$. Then $|\overrightarrow{AB}| = \sqrt{(x_2-x_1)^2 + (y_2-y_1)^2}$ — exactly the distance formula. Vectors unify geometry and algebra.

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 $\mathbf{a} = -5\mathbf{i} + 12\mathbf{j}$?

06
Evaluating magnitude step by step
core concept

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:

  1. Read off the components — identify $a_1$, $a_2$ (and $a_3$). Watch signs carefully.
  2. Square each component — squaring removes any negatives.
  3. Sum the squares, then take the square root.
  4. 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.

Scaling property proof. Let $\mathbf{a} = a_1\mathbf{i} + a_2\mathbf{j}$. Then $k\mathbf{a} = ka_1\mathbf{i} + ka_2\mathbf{j}$, so $|k\mathbf{a}| = \sqrt{(ka_1)^2 + (ka_2)^2} = \sqrt{k^2(a_1^2+a_2^2)} = |k|\sqrt{a_1^2+a_2^2} = |k||\mathbf{a}|$. The absolute value of $k$ is needed because magnitude cannot be negative.

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: $|{-3}\mathbf{i} + 4\mathbf{j}| = \sqrt{(-3)^2 + 4^2} = 5$.

PROBLEM 1 · 2D MAGNITUDE

Find the magnitude of $\mathbf{a} = -5\mathbf{i} + 12\mathbf{j}$.

1
Components: $a_1 = -5$, $a_2 = 12$
Read off the $\mathbf{i}$ and $\mathbf{j}$ coefficients. Note the negative sign on $-5$.
PROBLEM 2 · 3D MAGNITUDE

Find $|\mathbf{b}|$ where $\mathbf{b} = 4\mathbf{i} - 4\mathbf{j} + 2\mathbf{k}$.

1
$|\mathbf{b}| = \sqrt{4^2 + (-4)^2 + 2^2} = \sqrt{16 + 16 + 4}$
Apply the 3D formula. Square all three components; negatives become positive after squaring.
PROBLEM 3 · DISPLACEMENT VECTOR

$A = (1, -2, 3)$ and $B = (4, 2, 3)$. Find the distance $|AB|$.

1
$\overrightarrow{AB} = B - A = (4-1)\mathbf{i} + (2-(-2))\mathbf{j} + (3-3)\mathbf{k} = 3\mathbf{i} + 4\mathbf{j} + 0\mathbf{k}$
Compute the displacement vector by subtracting position vectors: $\overrightarrow{AB} = \mathbf{b} - \mathbf{a}$.

Fill the gap: $|2\mathbf{i} - 2\mathbf{j} + 1\mathbf{k}| = \sqrt{4 + 4 + 1} = $

Trap 01
Forgetting to square — adding components instead
The most common error: writing $|3\mathbf{i} + 4\mathbf{j}| = 3 + 4 = 7$ instead of $\sqrt{3^2+4^2} = 5$. The formula requires squaring then rooting — never just adding the components. The triangle inequality tells us $|\mathbf{a}| \leq |a_1| + |a_2|$, but not equal.
Trap 02
Losing negatives before squaring
$(-5)^2 = 25$, NOT $-25$. Squaring a negative component gives a positive result. Write the brackets: $\sqrt{(-5)^2 + 12^2}$, not $\sqrt{-5^2 + 12^2}$, which would give $\sqrt{-25 + 144} = \sqrt{119} \approx 10.9$ — wrong!
Trap 03
Using the wrong vector for $|\overrightarrow{AB}|$
$\overrightarrow{AB} = B - A$, not $A - B$. While the magnitude is the same (squaring removes direction), setting up $A - B$ can cause errors in multi-part problems. Always write $\overrightarrow{AB} = \mathbf{b} - \mathbf{a}$ explicitly before calculating.

Did you get this? True or false: $|-4\mathbf{i} + 3\mathbf{j}| = |4\mathbf{i} + 3\mathbf{j}| = 5$.

Work mode · how are you completing this lesson?
1

Find $|\mathbf{v}|$ where $\mathbf{v} = 6\mathbf{i} - 8\mathbf{j}$.

2

Find $|\mathbf{u}|$ where $\mathbf{u} = \mathbf{i} - 2\mathbf{j} + 2\mathbf{k}$.

3

$A = (2, 1)$ and $B = (5, 5)$. Find the distance $|AB|$ using vectors.

4

Verify that $|3\mathbf{a}| = 3|\mathbf{a}|$ for $\mathbf{a} = \mathbf{i} + 2\mathbf{j}$.

5

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?

11
Revisit your thinking

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.

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01
Multiple choice
+5 XP per correct · +25 XP all-correct

Pick your answer, then rate your confidence — that tells the system what to drill next. Each retry pulls a fresh mix from the bank.

02
Short answer
ApplyBand 31 mark

Q1. Find the magnitude of $\mathbf{w} = 8\mathbf{i} - 6\mathbf{j}$. (1 mark)

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ApplyBand 42 marks

Q2. $A = (1, 3, -2)$ and $B = (4, -1, 2)$. Find the distance $|AB|$. (2 marks)

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AnalyseBand 52 marks

Q3. If $|k\mathbf{i} + 4\mathbf{j} - 3\mathbf{k}| = \sqrt{50}$ and $k > 0$, find the value of $k$. (2 marks)

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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].

01
Boss battle · The Magnitude Master
earn bronze · silver · gold

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 arena
02
Science Jump · platform challenge

Climb 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.

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