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Vector arithmetic

Add and subtract vectors, multiply by a scalar and work with column vectors and i/j notation. Connect component calculations to head-to-tail diagrams.

Before you startCoordinates, negative numbers and linear equations

01 / What a vector describes

A vector records a size and a direction.

A displacement of 4 units east is different from a displacement of 4 units north. A vector keeps both pieces of information. Its magnitude is its length; a scalar, such as a mass or a length on its own, has no direction.

The arrow AB starts at A and ends at B. Two displacement vectors are equal when their lengths and directions agree, even if their arrows are drawn in different places. Translating an arrow preserves the vector; rotating it usually changes the vector.

BA = −AB

Reversing an arrow changes its direction but not its magnitude. Lowercase bold letters such as a will also denote vectors. A vector equation matches the full displacement, not just its length.

02 / Column vectors and i/j

The top component is horizontal; the bottom is vertical.

Use a rightward x-direction and an upward y-direction. A vector with horizontal change p and vertical change q can be written as a column, or using the unit vectors i and j:

= pi + qj
i =   j =

For example, −2i + 5j means 2 units left and 5 units up. These are changes in position, not automatically the coordinates of an endpoint. If the arrow starts at (3,−1), it ends at (1,4).

A unit vector has magnitude 1. The two vectors i and j are perpendicular, so they give independent horizontal and vertical directions.

03 / Add head to tail

The resultant goes from the first start to the final end.

Place the tail of the second arrow at the head of the first, without changing its length or direction. The direct arrow from the starting point to the finishing point is their sum.

AB + BC = AC

+ =

In the model, a = 3i + j stays fixed. Change b’s two components. The faint arrow shows b at the origin; its translated copy completes the head-to-tail route. Adding in the opposite order gives the same resultant: a + b = b + a.

Build a resultant head to tailMove at your pace
Build a resultant head to taila = (3,1), b = (1,3). a + b = (4,4). Blue is a; green is b placed at its head; gold is the resultant. The faint dashed arrow is the original b at the origin.a + b-4-22468-4-2246a = (3, 1) · b = (1, 3)Resultant = (4, 4)

a = (3,1), b = (1,3). a + b = (4,4). Blue is a; green is b placed at its head; gold is the resultant. The faint dashed arrow is the original b at the origin.

Watch an unchanged arrow slide into a head-to-tail sum

Pause, replay or seek freely. The notes explain the same idea and stay in view.

04 / Subtract a vector

Reverse the second arrow, then add it.

a − b = a + (−b)

For a = 3i + j and b = i + 3j:

a − b = =

Switch the model to a − b: the second head-to-tail arrow is −b, while the faint reference arrow remains b. If a and b are drawn from the same origin to A and B, then the arrow from B to A is a − b. Reversing that order gives b − a.

Subtract the whole component, including its sign. For example, 5 − (−2) = 7, not 3.

05 / Scale and reverse

A negative multiplier reverses the direction.

Multiplying a vector by a scalar λ multiplies each component by λ. For a = 4i − 2j:

½a =
−2a =

A positive multiplier keeps the direction. A negative multiplier reverses it. The magnitude is multiplied by |λ|, so multiplying by −2 doubles the length.

|λa| = |λ| |a|

At λ = 0, the result is the zero vector: no displacement and no defined direction. Also a + (−a) = 0. Do not try to assign a bearing to the zero vector.

Vector a has components 4, minus 2. Vector minus 2a has components minus 8, 4 and points the opposite way with twice the length.a = (4, −2)a−2aOTwice the length, opposite direction.

06 / Combine operations

Work with each component, keeping brackets around negatives.

Let a = 2i − 3j and b = −i + 4j. To find 3a − 2b:

Collect horizontal and vertical changesWorked example

3a = 6i − 9j
2b = −2i + 8j

Multiply both components in each vector.

3a − 2b = (6 − (−2))i + (−9 − 8)j
= 8i − 17j

The subtraction applies to the whole second vector.

The laws of addition and scalar multiplication behave as expected: λ(a + b) = λa + λb and (λ + μ)a = λa + μa. Multiplying two vectors together is not a component-by-component arithmetic rule in this lesson.

07 / Solve component equations

Equality of vectors gives two scalar equations.

Suppose a = (p,2) and b = (3,q), written here as component pairs for compactness, and 2a − b = (5,−2). Equate the horizontal and vertical components separately:

2p − 3 = 5 ⇒ p = 4
4 − q = −2 ⇒ q = 6

A resultant with a specified direction

Let a = 2i + 3j and b = pi − 2j. If a + b is parallel to 4i + j, write a + b = λ(4i + j). The j-component gives λ = 1; the i-component gives 2 + p = 4, so p = 2. The resultant is 4i + j and is non-zero.

To be parallel to i, a non-zero vector needs vertical component 0. To be parallel to j, it needs horizontal component 0. Check that the other component is not also zero before claiming a direction.

08 / Your turn

Use components to check the diagram.

Write each answer in column form or in i/j notation.

01 · Read a displacement

An arrow goes from (−3,2) to (1,−4). Write its vector. Would translating both endpoints 5 units right change it?

Hint

Compare the horizontal and vertical changes.

Worked solution

= 4i − 6j

No. Both endpoints move by the same amount, so their difference stays the same.

02 · Addition

+

Hint

Add matching components.

Worked solution

03 · Subtraction

−

Hint

The first horizontal calculation is 4 − (−3).

Worked solution

04 · A negative scalar

For a = −2i + 6j, find −½a and describe its length and direction relative to a.

Hint

The scalar is negative and has absolute value 1/2.

Worked solution

−½a = i − 3j

Half the length, in the opposite direction.

05 · A closed route

A route has displacements 5i + j, −2i + 4j and ci + dj. Find c,d if it returns to its start.

Hint

The total displacement is the zero vector.

Worked solution

5 − 2 + c = 0 ⇒ c = −3
1 + 4 + d = 0 ⇒ d = −5

06 · Two equations

a = pi − j, b = 2i + qj and a + 3b = 10i + 8j. Find p,q.

Hint

Compare the two components.

Worked solution

p + 6 = 10 ⇒ p = 4
−1 + 3q = 8 ⇒ q = 3

07 · Combined operations

For a = i − 2j and b = −3i + j, find 2a − 3b.

Hint

Expand the scalar multiples before subtracting.

Worked solution

2a − 3b = (2 − (−9))i + (−4 − 3)j
= 11i − 7j

08 · A direction condition

For a = i + 4j and b = 2i − j, choose λ so a + λb is parallel to i. State the resultant.

Hint

Set the vertical component to zero.

Worked solution

4 − λ = 0 ⇒ λ = 4
a + 4b = 9i

The resultant is non-zero and points right.

09 · Spot the sign error

A student says a − b and b − a are the same vector because their lengths agree. Explain.

Hint

Compare b − a with −(a − b).

Worked solution

They point in opposite directions when non-zero. Equal magnitudes do not imply equal vectors. They are equal only when a = b, making both zero.

09 / Recap

An arrow’s changes are the arithmetic.

  • Equal vectors have equal magnitude and direction, wherever drawn.
  • Add matching components or put arrows head to tail.
  • Subtract by reversing the second vector.
  • Multiply every component by a scalar.
  • Magnitude scales by the scalar’s absolute value.
  • The zero vector has no direction.
  • Vector equality gives separate component equations.

Next: magnitude and direction →

Section 1 of 9 · What a vector describes