Proof of Dot Product Vector Equation: u•v = ||u|| ||v|| cos (theta)

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Homework Help Overview

The discussion revolves around proving the dot product vector equation \( u \cdot v = ||u|| ||v|| \cos(\theta) \), where \( u \) and \( v \) are nonzero vectors and \( \theta \) is the angle between them. The original poster introduces the Law of Cosines and attempts to relate it to the dot product through the expression for \( ||u-v||^2 \).

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss expanding the expression for \( ||u-v||^2 \) and equating it to the Law of Cosines. There are attempts to simplify the expressions and questions about the relationship between the dot product and the cosine of the angle between the vectors.

Discussion Status

Participants are actively engaging with the mathematical expressions and exploring the connections between the dot product and the Law of Cosines. Some guidance has been offered regarding the correct notation and interpretation of the terms involved, but there remains uncertainty about the implications of these relationships.

Contextual Notes

There are indications of confusion regarding the transition from the dot product to the cosine relationship, particularly in how the norms and projections relate to the terms in the equations. Participants are also navigating the specifics of vector notation and operations.

Justabeginner
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Homework Statement


Prove that if u and v are nonzero vectors, and theta is the angle between them then u dot product v = ||u|| ||v|| cos (theta). Consider the triangle with sides u ,v , and u-v. The Law of Cosines implies that ||u-v||^2 = ||u||^2 + ||v||^2 - 2||u|| ||v|| cos(theta). On the other hand, ||u-v||^2 = (u-v) dot product (u-v)... Simplify this last expression, then equate the two formulas for ||u-v||^2.

Homework Equations


The Attempt at a Solution



I have no idea how to start! I thought of doing
cos(theta)= uxvx + uyvy / sqrt[(uxvy- vxuy)^2] + (uxvx + uyvy)^2] When x and y are subscripts, because
u= uxi + uyj
v= vxi + vyj
 
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Expand the dot product ##(u-v) \cdot (u-v)## using distributivity.
 
Yes I did that, and I get u^2 - 2uv + v^2.
But as for the left side ||u-v||^2, I get [sqrt(u^2 + v^2)]^2 = u^2 + v^2.
That isn't equal though.
 
Justabeginner said:
Yes I did that, and I get u^2 - 2uv + v^2
Since u and v are vectors, you should write that as||u||2-2(u . v) + ||v||2. Now compare this with the law of cosines.
 
So how is -2 ( u dot v) = -2 ||u|| ||v|| cos theta?
I don't understand. I thought once you take the norm of u and v you'll be left with -2 u times v cos theta?
 
Justabeginner said:
So how is -2 ( u dot v) = -2 ||u|| ||v|| cos theta?
I don't understand. I thought once you take the norm of u and v you'll be left with -2 u times v cos theta?
The full expression before simplification is ##u \cdot u -2(u \cdot v) + v \cdot v##. The middle term is a projection, while the first and third terms are the norm of the vectors squared (which is also the projection of a vector onto itself)
 

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