The Definition of a Vector

The Definition of a Vector

The definition of a vector

A vector is a quantity that has both magnitude and direction, usually represented by an arrow.

The Geometric Representation of a Vector

  • A vector is represented by a directed segment, with starting point AA and endpoint BB, written AB⃗\vec{AB}
  • The length of a vector is called its magnitude (norm), written ∣AB⃗∣|\vec{AB}|
  • The zero vector: a vector of length 0, whose direction is arbitrary
  • The unit vector: a vector of length 1

The Coordinate Representation of a Vector

In three-dimensional space a vector can be written as:

a⃗=(a1,a2,a3)\vec{a} = (a_1, a_2, a_3)

where a1,a2,a3a_1, a_2, a_3 are the projections of the vector onto the x,y,zx, y, z axes respectively.

Exercises

Exercise 1

In the plane rectangular coordinate system, given A(1,2)A(1, 2), B(4,6)B(4, 6), C(2,3)C(2, 3) and D(5,7)D(5, 7), find: (1) the coordinates of AB⃗\vec{AB} and CD⃗\vec{CD}, and decide whether the two vectors are equal; (2) the coordinates of BA⃗\vec{BA}, and explain its relation to AB⃗\vec{AB}.

equal vectorsopposite vectorscoordinate representation

Approach:

The coordinates of the directed segment AB⃗\vec{AB} are the coordinates of the endpoint minus those of the starting point; whether two vectors are equal depends only on their direction and length, and not on where their endpoints happen to be.

Steps:

  1. AB⃗=(4−1,6−2)=(3,4)\vec{AB} = (4 - 1, 6 - 2) = (3, 4) and CD⃗=(5−2,7−3)=(3,4)\vec{CD} = (5 - 2, 7 - 3) = (3, 4)
  2. The two vectors have exactly the same coordinates, the same direction and the same length, so AB⃗=CD⃗\vec{AB} = \vec{CD}, that is, the two vectors are equal
  3. BA⃗=(1−4,2−6)=(−3,−4)=−AB⃗\vec{BA} = (1 - 4, 2 - 6) = (-3, -4) = -\vec{AB}, so BA⃗\vec{BA} and AB⃗\vec{AB} are opposite vectors

Answer: AB⃗=CD⃗=(3,4)\vec{AB} = \vec{CD} = (3, 4), and the two vectors are equal; BA⃗=(−3,−4)=−AB⃗\vec{BA} = (-3, -4) = -\vec{AB}, and it is the opposite vector of AB⃗\vec{AB}.

Exercise 2

Let c⃗=(3,4,0)\vec{c} = (3, 4, 0). Find: (1) the magnitude of c⃗\vec{c}; (2) the unit vector in the same direction as c⃗\vec{c}; (3) the coordinates of the zero vector, and verify the result of c⃗+(−c⃗)\vec{c} + (-\vec{c}).

the magnitude of a vectorthe unit vectorthe zero vector

Approach:

The magnitude is obtained by taking the square root of the sum of the squares of the coordinates; the unit vector in the same direction is the original vector divided by its own magnitude; the zero vector has length 0 and an arbitrary direction, so its coordinates are all zero.

Steps:

  1. ∣c⃗∣=32+42+02=25=5|\vec{c}| = \sqrt{3^2 + 4^2 + 0^2} = \sqrt{25} = 5
  2. The unit vector in the same direction is e⃗=c⃗∣c⃗∣=(35,45,0)\vec{e} = \frac{\vec{c}}{|\vec{c}|} = (\frac{3}{5}, \frac{4}{5}, 0), and ∣e⃗∣=925+1625=1|\vec{e}| = \sqrt{\frac{9}{25} + \frac{16}{25}} = 1
  3. The zero vector is 0⃗=(0,0,0)\vec{0} = (0, 0, 0), with magnitude 0 and an arbitrary direction
  4. c⃗+(−c⃗)=(3−3,4−4,0−0)=(0,0,0)=0⃗\vec{c} + (-\vec{c}) = (3 - 3, 4 - 4, 0 - 0) = (0, 0, 0) = \vec{0}, verifying that opposite vectors add up to the zero vector

Answer: ∣c⃗∣=5|\vec{c}| = 5, the unit vector in the same direction is (35,45,0)(\frac{3}{5}, \frac{4}{5}, 0), the zero vector is (0,0,0)(0, 0, 0), and c⃗+(−c⃗)=0⃗\vec{c} + (-\vec{c}) = \vec{0}.

Exercise 3

Let a⃗=(2,−1,3)\vec{a} = (2, -1, 3) and b⃗=(−1,2,0)\vec{b} = (-1, 2, 0). Find: (1) the coordinates of a⃗+b⃗\vec{a} + \vec{b} and of a⃗−b⃗\vec{a} - \vec{b}; (2) the coordinates of 2a⃗+3b⃗2\vec{a} + 3\vec{b}; (3) decide whether a⃗\vec{a} and b⃗\vec{b} are collinear.

vector additionscalar multiplicationthe collinearity test

Approach:

In coordinate representation, the addition, the subtraction and the scalar multiplication of vectors all work component by component; two vectors are collinear if and only if their corresponding components are proportional, that is, one of them is a scalar multiple of the other.

Steps:

  1. a⃗+b⃗=(2+(−1),−1+2,3+0)=(1,1,3)\vec{a} + \vec{b} = (2 + (-1), -1 + 2, 3 + 0) = (1, 1, 3)
  2. a⃗−b⃗=(2−(−1),−1−2,3−0)=(3,−3,3)\vec{a} - \vec{b} = (2 - (-1), -1 - 2, 3 - 0) = (3, -3, 3)
  3. 2a⃗+3b⃗=(4,−2,6)+(−3,6,0)=(1,4,6)2\vec{a} + 3\vec{b} = (4, -2, 6) + (-3, 6, 0) = (1, 4, 6)
  4. If a⃗\vec{a} and b⃗\vec{b} were collinear there would be a real number kk with b⃗=ka⃗\vec{b} = k\vec{a}; from the first component −1=2k-1 = 2k we get k=−12k = -\frac{1}{2}, and from the second component 2=−k2 = -k we get k=−2k = -2 — these contradict each other, so they are not collinear

Answer: a⃗+b⃗=(1,1,3)\vec{a} + \vec{b} = (1, 1, 3), a⃗−b⃗=(3,−3,3)\vec{a} - \vec{b} = (3, -3, 3), 2a⃗+3b⃗=(1,4,6)2\vec{a} + 3\vec{b} = (1, 4, 6); and a⃗\vec{a} and b⃗\vec{b} are not collinear.

Exercise 4

A line ll passes through the points A(1,1,1)A(1, 1, 1) and B(2,3,2)B(2, 3, 2). Find: (1) a direction vector of the line ll; (2) the unit vector in the same direction as that direction vector.

direction vectorunit vectorcoordinate representation

Approach:

The directed segment AB⃗\vec{AB} joining two points on the line is a direction vector of that line; dividing the direction vector by its own magnitude gives the unit vector in the same direction.

Steps:

  1. A direction vector can be taken as AB⃗=(2−1,3−1,2−1)=(1,2,1)\vec{AB} = (2 - 1, 3 - 1, 2 - 1) = (1, 2, 1)
  2. ∣AB⃗∣=12+22+12=6|\vec{AB}| = \sqrt{1^2 + 2^2 + 1^2} = \sqrt{6}
  3. The unit vector in the same direction is e⃗=AB⃗∣AB⃗∣=(16,26,16)\vec{e} = \frac{\vec{AB}}{|\vec{AB}|} = (\frac{1}{\sqrt{6}}, \frac{2}{\sqrt{6}}, \frac{1}{\sqrt{6}})
  4. Check: ∣e⃗∣=16+46+16=1|\vec{e}| = \sqrt{\frac{1}{6} + \frac{4}{6} + \frac{1}{6}} = 1, and the direction is the same as that of AB⃗\vec{AB}

Answer: a direction vector can be taken as AB⃗=(1,2,1)\vec{AB} = (1, 2, 1), and the unit vector in the same direction is (16,26,16)(\frac{1}{\sqrt{6}}, \frac{2}{\sqrt{6}}, \frac{1}{\sqrt{6}}).


Summary

Symbols Used in This Article

SymbolTypePronunciation/ExplanationMeaning in This Article
AB⃗\vec{AB}VectorVector ABThe vector from the point AA to the point BB
a⃗\vec{a}VectorVector aA general vector

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