Proof of Dot Product: X*X & X=0 Questions

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Homework Help Overview

The discussion revolves around the properties of the dot product of a vector X, specifically addressing whether X*X can be negative and what it implies if X*X equals zero. Participants are exploring the mathematical foundations and proofs related to these concepts.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to establish that X*X cannot be negative and discusses the implications of X*X being zero. Other participants inquire about the expression of the dot product in terms of vector components and suggest examining the calculation of the dot product more generally.

Discussion Status

Participants are actively engaging with the problem, with some providing insights into the calculation of the dot product and its implications. There is a mix of interpretations being explored, particularly regarding the generalization to n-dimensional cases.

Contextual Notes

There are references to the properties of multiplication and the requirement for components to be zero when the dot product equals zero. The discussion also highlights the need for a general approach beyond three dimensions.

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If X is an N vector, is it 1) possible for X*X to be negative? 2) if x*x=0, what is X.

I am having trouble writing the proper proof. for 1 I stated that it is impossible for X*X to be negative bc if x is positive, X*X is positive and if x is negative, -X*-X is still positive.

for 2 I stated the properties of multiplication; in order for a product to = 0 one of the components must be 0.

Can someone advise on the proper method for writing these proofs?

Thanks
 
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What is X.X in terms of the components of X?
 
Not sure what youare asking, but X*X is the dot product of X. X is an arbitrary vector.
 
X is a vector, it has components. I.e. X=(x1,x2,...,xn). What's X.X in terms of the components, the little x's?
 
I think Dick is asking you to examine how the dot product is caclulated in terms of the components of the vector.

Say X = (x1, x2, .. ,xn)^T

How do you calculate the dot product X*X in terms of the xi's?
 
X= ( X1, X2, X3)
the dot product should be X1^2+X2^2 +X3^2. Squares can't be negative.


if X1^2+X2^2 +X3^2 =0 then X1 X2 and X3 must be zero

Is this all there is to it?
 
looks good to me
 
though you should generalise it to the n dimensional case rather than just 3
 

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