Dot product, is (a.b).(a.b)=(a.a).(b.b) ?

In summary, the conversation discusses the misunderstanding of the "commutative" property of the dot product and how it is not applicable to (a.b).(a.b) and (a.a).(b.b) in general. The notation used for the multiplication of vectors and real numbers is also clarified.
  • #1
lemd
31
0
Hi,

As I remember, dot product is commutative, and so (a.b).(a.b) = (a.a).(b.b)
But when I apply to simple vectors it is all wrong, e.g:
a = (2, 2, 0)
b = (1, 0, 0)

(a.b).(a.b) = 2.2 = 4
(a.a).(b.b) = 8.1 = 8

Why are they different? Pls explain for me

Thanks
 
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  • #2
That is not what "commutative" means. It meas that (a.b) = (b.a)

It should be obvious that (a.b).(a.b) is not equal to (a.a).(b.b) in general. For example (a.b) can be 0 when (a.a) and (b.b) are both greater than 0.
 
  • #3
Also, your notation is misleading -- "(a.b).(a.b)". You are using a period (.) to indicate two different types of multiplication: the dot or scalar product that is defined for two vectors, and ordinary multiplication of real numbers.

Slightly better notation would be (a.b)(a.b), with nothing shown for the real number multiplication.

Even better would be to use a dot for the dot product, for which some simple LaTeX can be used: (a ##\cdot## b)(a ##\cdot## b).
 
  • #4
Many thanks
 
  • #5
for your question. The dot product is indeed commutative, which means the order of the vectors does not matter. However, in your example, you are not calculating the dot product correctly. The dot product is calculated by multiplying the corresponding components of the vectors and then adding them together. So for (a.b), it would be (2*1) + (2*0) + (0*0) = 2. Therefore, (a.b).(a.b) = 2*2 = 4, and (a.a).(b.b) = 8*1 = 8, which are the same. I hope this helps clarify things for you.
 

1. What is the dot product?

The dot product, also known as the scalar product or inner product, is a mathematical operation that takes two vectors and returns a single number. It is calculated by multiplying the corresponding components of the two vectors and then summing them.

2. How is the dot product represented?

The dot product is represented using a dot or a small raised dot between the two vectors, such as a·b or a⋅b. It can also be written using vector notation as a · b or a ⋅ b.

3. What is the geometric interpretation of the dot product?

The dot product has a geometric interpretation as the product of the magnitudes of two vectors and the cosine of the angle between them. In other words, it measures how much two vectors are pointing in the same direction.

4. What is the relationship between the dot product and the length of a vector?

The dot product of a vector with itself, also known as the squared length or magnitude of the vector, is equal to the sum of the squares of its components. This is known as the Pythagorean theorem. So, the dot product is related to the length of a vector in terms of its components.

5. Is the dot product commutative?

No, the dot product is not commutative. This means that a·b is not always equal to b·a. However, it does follow the distributive property, which means that a·(b + c) = a·b + a·c.

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