Vector Operations and Scalar Multiples
Key Terms
- Addition
- a + b: add corresponding components; (a1, a2) + (b1, b2) = (a1+b1, a2+b2).
- Scalar multiplication
- ka: multiply each component by k; scales the magnitude by |k|; reverses direction if k < 0.
- Subtraction
- a − b = a + (−b); subtract corresponding components.
- Zero vector 0
- The vector (0, 0); a + 0 = a (additive identity).
- Parallel vectors
- a ∥ b if and only if b = ka for some non-zero scalar k.
- Triangle law
- Place the tail of b at the head of a; the resultant a + b goes from the tail of a to the head of b.
Vector Operations — Key Formulas
Let a = a1i + a2j and b = b1i + b2j, and let k be a scalar.
Addition: a + b = (a1 + b1)i + (a2 + b2)j
Subtraction: a − b = (a1 − b1)i + (a2 − b2)j
Scalar multiplication: ka = ka1i + ka2j
Magnitude of scalar multiple: |ka| = |k| × |a|
Vector between points: AB = OB − OA
Midpoint: OM = ½(OA + OB)
Parallel vectors: b = ka for some scalar k ≠ 0 (same or opposite direction, possibly different magnitude)
Collinear points: A, B, C are collinear if AC = k · AB for some scalar k
Worked Example 1 — Addition, Subtraction and Scalar Multiply
Given a = 3i + 2j and b = −i + 4j, find a + b, a − b, and 3a.
a + b = (3 − 1)i + (2 + 4)j = 2i + 6j
a − b = (3 − (−1))i + (2 − 4)j = 4i − 2j
3a = 3(3i + 2j) = 9i + 6j
Worked Example 2 — Midpoint
Find the midpoint M of AB where A = (2, 5) and B = (8, 3).
OA = 2i + 5j, OB = 8i + 3j
OM = ½(OA + OB) = ½(10i + 8j) = 5i + 4j
So M = (5, 4).
Worked Example 3 — Collinearity
Show A = (0, 0), B = (2, 3), C = (6, 9) are collinear.
AB = OB − OA = 2i + 3j
AC = OC − OA = 6i + 9j = 3(2i + 3j) = 3AB
Since AC = 3AB, the vectors are parallel and share point A, so A, B, C are collinear. ✓
The Geometry of Vector Addition
Vector addition has a beautiful geometric interpretation. There are two equivalent geometric rules:
Triangle Rule (tip-to-tail): Place the tail of b at the head (tip) of a. The resultant vector a + b goes from the tail of a to the head of b. It “closes the triangle.”
Parallelogram Rule (tail-to-tail): Place both vectors with their tails at the same point. Complete the parallelogram. The diagonal from the common tail point is a + b.
Both rules give the same result. Algebraically, adding vectors just means adding corresponding components, which is easy to compute.
Vector Subtraction
a − b = a + (−b). Geometrically, reverse the direction of b (negate it), then add tip-to-tail. Alternatively, in the parallelogram, a − b is the OTHER diagonal — from the head of b to the head of a.
Important application: the vector from point A to point B is AB = OB − OA. You subtract the starting point’s position vector from the ending point’s position vector.
Scalar Multiplication
Multiplying a vector a by scalar k scales its magnitude by |k| and preserves or reverses its direction:
• k = 2: same direction, twice as long.
• k = ½: same direction, half as long.
• k = −3: opposite direction, three times as long.
• k = 0: result is the zero vector 0.
Parallel Vectors
Two non-zero vectors a and b are parallel if and only if b = ka for some scalar k. This means their directions are the same or exactly opposite.
In component form: a = a1i + a2j and b = b1i + b2j are parallel iff a1b2 = a2b1 (their components are proportional).
Collinear Points
Three points A, B, C are collinear (lie on a single straight line) iff AC = k · AB for some scalar k. This says that the vector from A to C is a scalar multiple of the vector from A to B — meaning they point in the same (or opposite) direction and share a common starting point.
Important: two vectors being parallel alone is not enough for collinearity — they must also share a common point.
Linear Combinations
A linear combination of vectors a and b is any vector of the form ma + nb. If a and b are not parallel, every vector in the plane can be written as a unique linear combination of a and b. To find the scalars m and n, equate components and solve the system of two equations.
Mastery Practice
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Fluency
Q1 — Basic Vector Arithmetic
Given a = 4i − j and b = −2i + 3j, find: (a) a + b (b) a − b (c) 2a + 3b
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Fluency
Q2 — Vector Between Two Points
Find AB where A = (3, 7) and B = (1, 2).
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Fluency
Q3 — Scalar Multiplication
Compute: (a) 3(2i + 5j) (b) −2(i − 4j) (c) 0.5(−6i + 10j)
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Fluency
Q4 — Midpoint
Find the midpoint of the segment from P(1, 4) to Q(7, 2).
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Understanding
Q5 — Finding an Unknown Vector
Given p = i + 2j and q = 3i − j, find r such that p + r = q.
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Understanding
Q6 — Parallel Vectors
Show that a = 6i − 4j and b = −9i + 6j are parallel. State the scalar.
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Understanding
Q7 — Collinear Points
Show that A = (1, 2), B = (4, 5), C = (10, 11) are collinear.
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Understanding
Q8 — Linear Combination
Express r = 7i + j as a linear combination of a = 2i + j and b = i − j.
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Problem Solving
Q9 — Parallelogram Vertex
ABCD is a parallelogram with A = (1, 1), B = (4, 3), C = (6, 7). Find the coordinates of D.
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Problem Solving
Q10 — Midpoints and Parallel Vectors
M is the midpoint of AB and N is the midpoint of BC. Given A = (0, 4), B = (6, 2), C = (8, 8), find MN as a vector and show it is parallel to AC with half its length.