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The Vector (Cross) Product and the Scalar Triple Product

Mathematics

The Vector (Cross) Product and the Scalar Triple Product

Overview

Overview

  • This lesson covers the second part of lesson 3-3, "Vector multiplication". After it you should be able to:
  • define and calculate the cross product and apply the right-hand rule;
  • use it for parallelism, perpendicular vectors, and areas of parallelograms and triangles;
  • calculate the scalar triple product and use it for volumes and coplanarity.

🌳 Concept tree

  • The Vector (Cross) Product and the Scalar Triple Product

├── 3-3 (g) Definition of the vector product

│ ├── Definition

│ ├── Direction→the right-hand rule

│ ├── The unit vectors

│ └── Norm of the product

├── 3-3 (h) The cross product in components

│ └── Determinant form

├── 3-3 (i) Properties of the vector product

│ └── List

├── 3-3 (j) Parallel vectors

│ └── Condition

├── 3-3 (k) Geometric meaning→areas

│ ├── Parallelogram and triangle

│ └── Link with mechanics

├── 3-3 (l) The scalar triple product

│ ├── Definition

│ ├── Determinant form

│ └── Properties

└── 3-3 (m) Geometric meaning→volume

├── Parallelepiped and tetrahedron

└── Summary

The Vector (Cross) Product and the Scalar Triple Product · 1 / 14
3-3 (g) Definition of the vector product

3-3 (g) Definition of the vector product

Definition

  • Let A⃗ and B⃗ be two vectors in space with angle θ between them (0∘≤θ≤180∘).
  • Their vector product (cross product) is
    A⃗×B⃗=(∥A⃗∥ ∥B⃗∥sin⁡θ)n^
  • n^ is the unit vector perpendicular to the plane containing A⃗ and B⃗.
  • The result is a vector, in contrast with the scalar product which is a number.
The Vector (Cross) Product: a box with three perpendicular edges shows the vector product and the scalar triple product: a x b = (0, 0, 6) and volume 24.
The Vector (Cross) Product: a box with three perpendicular edges shows the vector product and the scalar triple product: a x b = (0, 0, 6) and volume 24.

Direction: the right-hand rule

  • Curl the fingers of the right hand from the first vector A⃗ towards the second vector B⃗ through the smaller angle.
  • The thumb points along n^, the direction of A⃗×B⃗.
  • Swapping the order reverses the direction B⃗×A⃗=−(A⃗×B⃗).

The unit vectors

Comparison aspectMain ideaKeywords
For a right-handed system
  • i^×j^=k^
  • j^×k^=i^
  • k^×i^=j^
In the reverse order the sign changes
  • j^×i^=−k^
  • k^×j^=−i^
  • i^×k^=−j^
•i^×i^=j^×j^=k^×k^=0⃗.

Norm of the product

  • ∥A⃗×B⃗∥=∥A⃗∥ ∥B⃗∥sin⁡θ.
  • It is zero when the vectors are parallel (θ=0∘ or 180∘) and largest when they are perpendicular.

✍️ Worked examples

  • Example 1 Two vectors in a plane have norms 15 and 17.5 and the angle between them is 70∘. Find ∥A⃗×B⃗∥.
  • Solution:
  • ∥A⃗×B⃗∥=15×17.5×sin⁡70∘=262.5×0.9397≈246.7.
  • Example 2 If A⃗×B⃗=−65 n^, ∥A⃗∥=5 and ∥B⃗∥=26, find the angle between them.
  • Solution:
  • The norm of the product is 65, so 5×26×sin⁡θ=65.
  • sin⁡θ=65130=12, so θ=30∘ or 150∘.
  • The minus sign only says that n^ points the other way; it does not affect the angle.
The Vector (Cross) Product and the Scalar Triple Product · 2 / 14
3-3 (h) The cross product in components

3-3 (h) The cross product in components

Determinant form

Comparison aspectMain ideaKeywords
For A⃗=(Ax,Ay,Az) and B⃗=(Bx,By,Bz)A⃗×B⃗=∣ijk^AxAyAzBxByBz∣ =(AyBz−AzBy) i^−(AxBz−AzBx) j^+(AxBy−AyBx) k^AxAyAzBxByBzAyBzAzByAxBz
•The middle term has a minus sign from expanding along the first rowmiddletermminussign
In the xy-plane (Az=Bz=0) only the last term survivesA⃗×B⃗=(AxBy−AyBx) k^AxByAyBx

✍️ Worked examples

  • Example 3 Find A⃗×B⃗ for A⃗=(−2,3,1) and B⃗=(1,2,4), and a unit vector perpendicular to both.
  • Solution:
  • i^ coefficient 3×4−1×2=10.
  • j^ coefficient −[(−2)(4)−(1)(1)]=−(−9)=9.
  • k^ coefficient (−2)(2)−(3)(1)=−7.
  • A⃗×B⃗=(10,9,−7), with norm 100+81+49=230.
  • Unit vector perpendicular to the plane 1230(10,9,−7) (the opposite vector also works).
  • Example 4 Find a unit vector perpendicular to the plane of A⃗=(2,−3,1) and B⃗=(−1,2,−3).
  • Solution:
  • i^ (−3)(−3)−(1)(2)=7.
  • j^ −[(2)(−3)−(1)(−1)]=−(−5)=5.
  • k^ (2)(2)−(−3)(−1)=1.
  • A⃗×B⃗=(7,5,1) and its norm is 75=53.
  • Unit vector 153(7,5,1).
  • Check (7,5,1)⋅A⃗=14−15+1=0 and (7,5,1)⋅B⃗=−7+10−3=0.
  • Example 5 For A⃗=(3,2) and B⃗=(1,4) in the plane, find A⃗×B⃗.
  • Solution:
  • (3)(4)−(2)(1)=10, so A⃗×B⃗=10 k^ the product points along the positive z-axis, since B⃗ is anticlockwise from A⃗.
  • Example 6:
  • ABCD is a square of side 12 cm, labelled anticlockwise, and e^ is the unit vector perpendicular to its plane (out of the page).
  • Find AB→×AC→ and AB→×BC→.
  • Solution:
  • The angle between AB→ and AC→ is 45∘ and AC=122.
  • AB→×AC→=12×122×sin⁡45∘ e^=144 e^.
  • AB→⊥BC→ AB→×BC→=12×12×1 e^=144 e^.
The Vector (Cross) Product and the Scalar Triple Product · 3 / 14
3-3 (i) Properties of the vector product

3-3 (i) Properties of the vector product

List

Comparison aspectMain ideaKeywords
Anti-commutativeA⃗×B⃗=−B⃗×A⃗ (so it is not commutative).
DistributiveA⃗×(B⃗+C⃗)=A⃗×B⃗+A⃗×C⃗.
Scalars(kA⃗)×B⃗=A⃗×(kB⃗)=k(A⃗×B⃗).
Self productA⃗×A⃗=0⃗.
Perpendicular to bothA⃗×B⃗ is perpendicular to A⃗ and to B⃗, so (A⃗×B⃗)⋅A⃗=0.
Zero productA⃗×B⃗=0⃗ means A⃗∥B⃗, or one of them is the zero vector.meansthemvector
The cross product is not associative in general(A⃗×B⃗)×C⃗≠A⃗×(B⃗×C⃗)
The Vector (Cross) Product and the Scalar Triple Product · 4 / 14
3-3 (j) Parallel vectors

3-3 (j) Parallel vectors

Condition

  • Two non-zero vectors are parallel if and only if A⃗×B⃗=0⃗, that is
    AxBx=AyBy=AzBz=k
  • Equivalent form A⃗=kB⃗. If k>0 they have the same direction; if k<0 they are opposite.
  • If a component of B⃗ is zero, the matching component of A⃗ must also be zero.

✍️ Worked examples

  • Example 7 Find m and k if A⃗=(2,−3,m) is parallel to B⃗=(1,k,8).
  • Solution:
  • 21=−3k=m8.
  • −3k=2 gives k=−32.
  • m8=2 gives m=16.
  • The vectors are in the same direction since the ratio 2 is positive.
  • Example 8 A vector B⃗ is parallel to A⃗=(2,−3) and ∥B⃗∥=313. Find B⃗.
  • Solution:
  • B⃗=k(2,−3) and ∥B⃗∥=∣k∣13=313, so k=±3.
  • B⃗=(6,−9) or (−6,9).
  • Example 9 Decide whether A⃗=(−2,1,2) and B⃗=(−8,−4,8) are parallel, perpendicular, or neither.
  • Solution:
  • Ratios −2−8=14, 1−4=−14: not equal, so not parallel.
  • Dot product 16−4+16=28≠0, so not perpendicular.
  • They are neither.
The Vector (Cross) Product and the Scalar Triple Product · 5 / 14
3-3 (k) Geometric meaning: areas

3-3 (k) Geometric meaning: areas

Parallelogram and triangle

  • Let A⃗ and B⃗ be adjacent sides of a parallelogram. Its height is ∥B⃗∥sin⁡θ above the base ∥A⃗∥.
  • Hence
    Area of parallelogram=∥A⃗×B⃗∥
    Area of triangle with sides A⃗,B⃗=12∥A⃗×B⃗∥
  • For a triangle ABC area =12∥AB→×AC→∥.

✍️ Worked examples

Comparison aspectMain ideaKeywords
Example 10Find the area of the parallelogram with adjacent sides A⃗=(−3,1,2) and B⃗=(3,4,−1).Findareaparallelogramadjacent
•SolutionSolution
i^(1)(−1)−(2)(4)=−9
j^−[(−3)(−1)−(2)(3)]=−(3−6)=3
k^(−3)(4)−(1)(3)=−15
•A⃗×B⃗=(−9,3,−15) and the norm is 81+9+225=315=335.norm
•Area =335≈17.75 square units.Areasquareunits
Example 11Find the area of the triangle whose two sides are A⃗=(1,2,−4) and B⃗=(0,5,−1).Findareatrianglewhose
•SolutionSolution
i^(2)(−1)−(−4)(5)=18
j^−[(1)(−1)−(−4)(0)]=1
k^(1)(5)−(2)(0)=5
Norm324+1+25=350=514
•Area =5142≈9.35 square units.Area5142squareunits
Example 12Find the area of triangle ABC with A(1,1,0), B(3,1,2), C(1,4,1).Findareatriangle
•SolutionSolution
•AB→=(2,0,2) and AC→=(0,3,1).
AB→×AC→
  • i^: 0×1−2×3=−6
  • j^: −(2×1−2×0)=−2
  • k^: 2×3−0=6
Norm36+4+36=76=219
•Area =19≈4.36 square units.Areasquareunits

Link with mechanics

  • The moment of a force F⃗ about a point is M⃗=r⃗×F⃗, where r⃗ points from the point to the line of action.
  • Its magnitude ∥r⃗∥∥F⃗∥sin⁡θ is the force times the perpendicular distance.
The Vector (Cross) Product and the Scalar Triple Product · 6 / 14
3-3 (l) The scalar triple product

3-3 (l) The scalar triple product

Definition

  • For three vectors A⃗, B⃗, C⃗ the scalar triple product is
    A⃗⋅(B⃗×C⃗)
  • The brackets are essential in the sense that B⃗×C⃗ is calculated first (the other order, (A⃗⋅B⃗)×C⃗, is meaningless since A⃗⋅B⃗ is a number).
  • The result is a number.
  • If A⃗=(Ax,Ay,Az), B⃗=(Bx,By,Bz), C⃗=(Cx,Cy,Cz), then
    A⃗⋅(B⃗×C⃗)=∣AxAyAzBxByBzCxCyCz∣
    =Ax(ByCz−BzCy)−Ay(BxCz−BzCx)+Az(BxCy−ByCx)
  • Cyclic permutation keeps the value A⃗⋅(B⃗×C⃗)=B⃗⋅(C⃗×A⃗)=C⃗⋅(A⃗×B⃗).
  • Interchanging two vectors changes the sign (two rows of the determinant swap).
  • A⃗⋅(B⃗×C⃗)=(A⃗×B⃗)⋅C⃗, so the dot and the cross may be exchanged.
  • If two of the vectors are equal or parallel, the product is zero.
  • If the three vectors lie in one plane (coplanar), the product is zero, and conversely.

✍️ Worked examples

  • Example 13 Calculate A⃗⋅(B⃗×C⃗) for A⃗=(2,1,3), B⃗=(−1,3,2), C⃗=(1,1,−2).
  • Solution:
  • Determinant 2[3(−2)−2(1)]−1[(−1)(−2)−2(1)]+3[(−1)(1)−3(1)].
  • =2(−8)−1(0)+3(−4)=−16−0−12=−28.
  • Example 14 Show that A⃗=(1,2,3), B⃗=(0,1,4), C⃗=(1,3,7) are coplanar.
  • Solution:
  • Note that C⃗=A⃗+B⃗.
  • Determinant 1[1×7−4×3]−2[0×7−4×1]+3[0×3−1×1]=−5+8−3=0.
  • The triple product is zero, so the vectors are coplanar.
The Vector (Cross) Product and the Scalar Triple Product · 7 / 14
Parallelepiped and tetrahedron

Parallelepiped and tetrahedron

  • If A⃗, B⃗, C⃗ are three non-coplanar edges meeting at a vertex of a parallelepiped, then
    V=∣A⃗⋅(B⃗×C⃗)∣
  • Reason ∥B⃗×C⃗∥ is the area of the base and the component of A⃗ perpendicular to the base is the height.
  • A tetrahedron on the same three edges has volume 16∣A⃗⋅(B⃗×C⃗)∣.
  • The absolute value matters the sign only shows whether the three vectors form a right-handed or left-handed set.

✍️ Worked examples

  • Example 15 Find the volume of the parallelepiped with edges A⃗=(2,1,3), B⃗=(−1,3,2), C⃗=(1,1,−2).
  • Solution:
  • The triple product is −28 (Example 13).
  • V=∣−28∣=28 cubic units.
  • Example 16 Find the volume of the parallelepiped with edges (3,4,1), (0,2,3), (3,2,2).
  • Solution:
  • Determinant 3[2×2−3×2]−4[0×2−3×3]+1[0×2−2×3].
  • =3(−2)−4(−9)+1(−6)=−6+36−6=24.
  • Volume =24 cubic units.
  • Example 17 Find the volume of the tetrahedron with vertices O(0,0,0), P(2,0,0), Q(0,3,0), R(0,0,4).
  • Solution:
  • Edges from O (2,0,0), (0,3,0), (0,0,4); the determinant is 2×3×4=24.
  • Volume =246=4 cubic units.
  • Example 18 Find k such that the points A(1,0,0), B(0,1,0), C(0,0,1), D(k,k,k) are in one plane.
  • Solution:
  • Vectors from A AB→=(−1,1,0), AC→=(−1,0,1), AD→=(k−1,k,k).
  • Triple product −1[0⋅k−1⋅k]−1[(−1)k−1(k−1)]+0=k−(−2k+1)⋅1=3k−1. Setting it to zero gives k=13.
  • The four points are coplanar for k=13 (the point D then lies on the plane x+y+z=1).
The Vector (Cross) Product and the Scalar Triple Product · 8 / 14
Summary

Summary

Point of comparison Scalar product Vector product Scalar triple product
Result number vector number
Formula ∥A⃗∥∥B⃗∥cos⁡θ ∥A⃗∥∥B⃗∥sin⁡θ n^ A⃗⋅(B⃗×C⃗)
Order commutative anti-commutative sign changes if two swap
Zero when vectors perpendicular vectors parallel vectors coplanar
Gives angle, component, work area, perpendicular vector, moment volume of a parallelepiped
The Vector (Cross) Product and the Scalar Triple Product · 9 / 14
📌 Comprehensive Scientific Terminology & Definitions:

📌 Comprehensive Scientific Terminology & Definitions:

Comparison aspectMain ideaKeywords
Vector / Cross Product (الضرب الاتجاهي)
  • An operation taking two vectors A and B in 3D space and returning a vector C perpendicular to both: A × B = |A| |B| sin θ n
  • where n is a unit vector perpendicular to the plane of A and B given by the Right-Hand Rule
operationtakingvectorsspace
Determinant Expansion FormA × B = | i j k; Ax Ay Az ; Bx By Bz | = (Ay Bz – Az By) i – (Ax Bz – Az Bx) j + (Ax By – Ay Bx) k.
Condition for Parallelism (التوازي)Two non-zero vectors A and B are parallel (A ∥ B) if and only if A × B = 0 (since sin 0° = sin 180° = 0), or equivalently their components are proportional: Ax/Bx = Ay/By = Az/Bz = k.zerovectorssinceequivalently
Geometric Area Interpretations
  • Magnitude |A × B| equals the area of the parallelogram formed by adjacent sides A and B
  • Area of triangle = (1/2) |A × B|
Magnitudeequalsparallelogramformed
Scalar Triple Product (الضرب الثلاثي القياسي)→A · (B × C) represented by 3×3 determinant: | Ax Ay Az ; Bx By Bz ; Cx Cy Cz |, whose absolute value equals the volume of the parallelepiped formed by coterminous edges A, B, and C.
The Vector (Cross) Product and the Scalar Triple Product · 10 / 14
⚖️ Governing Scientific Laws, Principles & Mathematical Formulas:

⚖️ Governing Scientific Laws, Principles & Mathematical Formulas:

Comparison aspectMain ideaKeywords
(‘Anti-Commutative PropertyA × B = – (B × A).’
(‘Parallelogram Area
  • Area = |A × B|
  • Triangle Area = (1/2) |A × B|.’
Triangle
(‘Parallelepiped Volume
  • Volume = |A · (B × C)|
  • Tetrahedron Volume = (1/6) |A · (B × C)|.’
Tetrahedron
(‘Coplanar Vectors Conditionand C lie in the same geometric plane if and only if A · (B × C) = 0.’samegeometricplane
(“Lagrange’s Identity|A × B|2 + (A · B)2 = |A|2 |B|2.”
The Vector (Cross) Product and the Scalar Triple Product · 11 / 14
🔍 In-Depth Explanations, Deductions & Core Concepts:

🔍 In-Depth Explanations, Deductions & Core Concepts:

Comparison aspectMain ideaKeywords
Why the cross product is anti-commutative
  • Swapping two vectors reverses the direction of the Right-Hand Rule thumb
  • rotating the normal unit vector by 180°
  • producing -n
Swappingvectorsreversesdirection
Right-hand cyclical rules for standard unit vectors
  • i × j = k
  • j × k = i
  • k × i = j
  • reversing cycle yields negative signs: j × i = -k
  • k × j = -i
  • i × k = -j
  • and self-cross products are zero: i × i = j × j = k × k = 0
reversingcycleyieldsnegative
Physical application to Moment of a Force (عزم القوة)
  • Moment vector MO about point O = r × F
  • where r is position vector from O to any point on the line of action of force F
vectorpointpositionline
The Vector (Cross) Product and the Scalar Triple Product · 12 / 14
📊 Comparison Between Dot Product and Cross Product in 3D Space:

📊 Comparison Between Dot Product and Cross Product in 3D Space:

Property / Metric Scalar (Dot) Product: A · B Vector (Cross) Product: A × B
Result Type Scalar (real number) Vector (perpendicular to A and B)
Trigonometric Kernel |A| |B| cos θ |A| |B| sin θ n (Right-Hand Rule)
Commutativity Commutative: A · B = B · A Anti-commutative: A × B = -(B × A)
Zero Test Condition A ⊥ B ⟺ A · B = 0 A ∥ B ⟺ A × B = 0
Physical Application Mechanical Work: W = F · s Moment / Torque: M = r × F
The Vector (Cross) Product and the Scalar Triple Product · 13 / 14
💡 High-Yield Exam Traps & Key Takeaways:

💡 High-Yield Exam Traps & Key Takeaways:

Comparison aspectMain ideaKeywords
Lagrange Identity Trick
  • If given |A| = 5
  • |B| = 6
  • and A · B = 24
  • find |A × B| immediately using: |A × B|2 = |A|2|B|2 – (A · B)2 = (25)(36) – 576 = 900 – 576 = 324 → |A × B| = 18
givenfindimmediatelyusing
Coplanar vectors trap
  • If four points A
  • D are given
  • test if vectors AB
  • and AD have a scalar triple product equal to zero
fourpointsgiventest
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