Dot Products -- Some questions to help my understanding

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Discussion Overview

The discussion revolves around the concept of vector dot products, exploring their definition, properties, and potential confusion with vector directionality. Participants seek clarification on the nature of dot products compared to cross products, and how direction is defined in this context.

Discussion Character

  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant expresses confusion about whether dot products have a direction, suggesting that they might be understood as having directionality based on the vectors involved.
  • Another participant clarifies that the dot product is a scalar quantity and does not have an inherent direction, emphasizing that direction is relative to chosen coordinate axes.
  • A later reply mentions that while the dot product itself is a scalar, it can be useful to consider it in relation to a unit vector in the direction of one of the vectors involved.
  • Participants discuss the application of dot products in processes like Gram-Schmidt orthogonalization, although the relevance of this application is not fully explored in the context of the original question.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the nature of directionality in dot products, with some asserting that they are scalar and lack inherent direction, while others question this understanding. The discussion remains unresolved regarding the implications of directionality in the context of dot products.

Contextual Notes

There are unresolved assumptions regarding the interpretation of direction in vector mathematics and the distinction between scalar and vector products. The discussion also touches on the potential confusion between dot and cross products without fully clarifying these differences.

JackFyre
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TL;DR
Just a little confusion regarding cross products.
Just a little doubt regarding vector dot products-
From what I understand(which may be wrong), dot products are the products of the magnitudes of the two vectors.
The equation is given as a · b= |a|x|b|cos θ
Can this be understood as the magnitude of a x the magnitude of b in the direction of vector a?
if so, don't dot products inherently have a direction?
220px-Dot_Product.svg.png
So in this picture, won't the direction of the product be in the direction of vector B?
(I know I am mistaken, just need a clarification that will clear up my confusion!)

Cheers!
 
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JackFyre said:
Summary:: Just a little confusion regarding cross products.

Just a little doubt regarding vector dot products-
From what I understand(which may be wrong), dot products are the products of the magnitudes of the two vectors.
The equation is given as a · b= |a|x|b|cos θ
Can this be understood as the magnitude of a x the magnitude of b in the direction of vector a?
if so, don't dot products inherently have a direction?
View attachment 275496So in this picture, won't the direction of the product be in the direction of vector B?
(I know I am mistaken, just need a clarification that will clear up my confusion!)

Cheers!
You are talking about the dot or scalar product. Not to be confused with the cross or vector product.

The dot product itself is a scalar by definition: $$\vec a \cdot \vec b = |\vec a||\vec b| \cos \theta$$
It is, however, sometimes useful to consider the vector: $$(\vec a \cdot \vec b) \hat a \ \ \text{or} \ \ (\vec a \cdot \vec b) \hat b $$
 
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PeroK said:
It is, however, sometimes useful to consider the vector:
Interesting. What is that used for?
 
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JackFyre said:
Summary:: Just a little confusion regarding cross products.

if so, don't dot products inherently have a direction?
No. Direction is defined relative to chosen coordinate axes, e.g. "east", "north", ##\hat x##, ##\hat y##, etc. The projection of ##\vec A## onto ##\vec B## will be the same number regardless of the orientation of the two vectors relative to the coordinate axes used to describe them.

The component of ##\vec A## in the direction of ##\vec B## can be written as a dot product ##A_B=\vec A \cdot \left(\dfrac{\vec B}{B}\right)=\vec A\cdot\hat B##. Note that the fraction in parentheses is a unit vector in the direction of ##\vec B## and that if you replace "##B##" with "##x##", you get the familiar form ##A_x=\vec A\cdot\hat x.## In short, ##A_B## has as much "inherent" direction as ##A_x##.
 
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JackFyre said:
Just a little confusion regarding cross products.
Just a little doubt regarding vector dot products
Here are good explanations on both:


 
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