Is the Dot Product of Two Vector Pairs Always Commutative?

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Homework Help Overview

The discussion revolves around the properties of the dot product in vector mathematics, specifically questioning whether the expression (a*b)(c*d) can be equated to (a*c)(b*d) based on the commutative nature of the dot product. Participants are examining the implications of vector operations and their mathematical validity.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the validity of swapping vectors in dot products, with some suggesting that counterexamples can clarify the misunderstanding. Others provide mathematical reasoning to support their claims.

Discussion Status

The discussion includes attempts to clarify the properties of the dot product, with some participants providing counterexamples to illustrate their points. There is an acknowledgment of the complexity involved in manipulating vector expressions, and guidance has been offered regarding the limitations of the dot product's commutative property.

Contextual Notes

Some participants express uncertainty about their understanding of vector operations and the implications of their mathematical inquiries. There is a recognition of the need for careful consideration of definitions and properties in vector mathematics.

digipony
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Homework Statement

The Attempt at a Solution




I am working a physics problem and want to make sure I'm not making a mistake in the math. Here is my math inquiry:

Say you have (a*b)(c*d) where * indicates the dot product, and a,b,c, and d are all vectors. Can you say that (a*b)(c*d) = (a*c)(b*d) since the dot product is commutative and gives you a scalar? Thanks!
 
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digipony said:

Homework Statement

The Attempt at a Solution




I am working a physics problem and want to make sure I'm not making a mistake in the math. Here is my math inquiry:

Say you have (a*b)(c*d) where * indicates the dot product, and a,b,c, and d are all vectors. Can you say that (a*b)(c*d) = (a*c)(b*d) since the dot product is commutative and gives you a scalar? Thanks!

No. You can't. Neither of those properties says you can swap vectors between two different dot products.
 
If you're ever unsure of these things, always try to find a counterexample. Take a = [1,0], b = [1,0], c = [1,1] and d = [1,2]. Then,

(a*b)(c*d) = (1)(1 + 2) = 3

but

(a*c)(b*d) = (1)(1) = 1
 
Sorry, accidentally double posted.
 
Dick said:
No. You can't. Neither of those properties says you can swap vectors between two different dot products.

Darn- it made the problem so easy, but I guess that was a sign that I was probably doing something that I should not be doing. Thank you for explaining why I could not shuffle the vectors around. :)

Karnage1993 said:
If you're ever unsure of these things, always try to find a counterexample. Take a = [1,0], b = [1,0], c = [1,1] and d = [1,2]. Then,

(a*b)(c*d) = (1)(1 + 2) = 3

but

(a*c)(b*d) = (1)(1) = 1
I did try an example, however it worked out. But I guess it wasn't that good of an example since it was a fluke that it worked out. Thanks
 
digipony said:

Homework Statement

The Attempt at a Solution




I am working a physics problem and want to make sure I'm not making a mistake in the math. Here is my math inquiry:

Say you have (a*b)(c*d) where * indicates the dot product, and a,b,c, and d are all vectors. Can you say that (a*b)(c*d) = (a*c)(b*d) since the dot product is commutative and gives you a scalar? Thanks!

No, as others have already pointed out.

You can see this another way: a*b = |a||b| cos(a,b) and c*d = |c||d|cos(c,d), where |a|, |b| are the magnitudes of a and b and (a,b) is the angle between a and b, and similarly for c and d. In general, we do not have cos(a,c).cos(b,d) equal to cos(a,b).cos(c,d), so the two expressions are generally different.
 

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