Table of contents | |
Product of Vectors | |
Dot Product (Scalar Product) | |
Cross Product (Vector Product) | |
Other Applications of Product of Vectors |
There are two types of ways we can combine vectors. Vectors have both size and direction.
Vector Multiplication
Dot Product of Vectors
For the dot product of two vectors, the two vectors are expressed in terms of unit vectors, i, j, k, along the x, y, and z axes, then the scalar product is obtained as follows:
If =a1^i+b1^j+c1^k and =a2^i+b2^j+c2^k, then
. = (a1^i+b1^j+c1^k)(a2^i+b2^j+c2^k)
= (a1a2)(^i.^i)+(a1b2)(^i.^j)+(a1c2)(^i.^k)+(b1a2)(^j.^i)+(b1b2)(^j.^j)+(b1c2(^j.^k)+(c1a2)(^k.^i)+(c1b2)(^k.^j)+(c1c2)(^k.^k)
. = a1a2+b1b2+c1c2
Ex. Find the dot product of a= (1, 2, 3) and b= (4, −5, 6). What kind of angle the vectors would form?
Solution.
Using the formula of the dot products,
a.b = (a1b1 + a2b2 + a3b3)
You can calculate the dot product to be
= 1(4) + 2(−5) + 3(6)
= 4 − 10 + 18
= 12
Since a.b is a positive number, you can infer that the vectors would form an acute angle.
Cross Product of Vectors
The cross-product of two vectors is also represented using the cross product formula as:×=^i(b1c2−b2c1)−^j(a1c2−a2c1)+^k(a1b2−a2b1)
Note: ^i,^j, and ^k are the unit vectors in the direction of x axis, y-axis, and z -axis respectively.
Ex. Find a unit vector that is perpendicular to both of the vectors a = i + 3j − 2k and b = 5i − 3k.
Solution. We know from the definition of the vector product that the vector a × b will be perpendicular to both a and b. So first of all we calculate a × b.
a × b = = (3 × −3 − (−2) × 0)i − (1 × −3 − (−2) × 5)j + (1 × 0 − 3 × 5)k
= −9i − 7j − 15k
This vector is perpendicular both to a and b.
To convert a vector into a unit vector in the same direction we must divide it by its modulus.
The modulus of −9i − 7j − 15k is |a × b| = p (−9)2 + (−7)2 + (−15)2 = √ 355
So, finally, the required unit vector is
The triple cross product involves the cross product of a vector with the result of another cross product of two vectors. The outcome is a new vector, and it lies in the plane formed by the original three vectors. If we have vectors a, b, and c,
The triple cross product of these vectors is expressed as (a×b)×c=(a⋅c)b−(b⋅c)a.
The two adjacent sides of a parallelogram can be represented by the vectors a and b. The area of the parallelogram is the product of the base and the height. Considering the base as ∣a∣cosθ and the height as ∣b∣sinθ, the area is given by
Area=∣a∣⋅∣b∣⋅sinθ=a×b.
A parallelepiped is a six-sided figure with parallelogram sides. The opposite side parallelograms are identical. The volume (V) of the parallelepiped can be obtained from the side lengths a, b, and c. The volume is calculated as
V=a⋅(b×c).
Parallelepiped
Ex. Find the volume of the parallelepiped with edges a = 3i+2j+k, b = 2i+j+k, and c = i + 2j + 4k.
Solution. We first evaluate the vector product b × c.
b × c =
= (1 × 4 − 1 × 2)i − (2 × 4 − 1 × 1)j + (2 × 2 − 1 × 1)k
= 2i − 7j + 3k
Then we need to find the scalar product of a with b × c.
a · (b × c) = (3i + 2j + k) · (2i − 7j + 3k) = 6 − 14 + 3 = −5
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1. What is the dot product of two vectors? |
2. How is the cross product of two vectors calculated? |
3. What are some applications of the product of vectors? |
4. How is the dot product related to vector projections? |
5. Can the dot product of two vectors be negative? |
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