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

In summary, the conversation discusses whether it is possible for the dot product of an N vector, X*X, to be negative and what the components of X are in terms of the dot product. It is concluded that X*X cannot be negative, as the squares of the components must be positive. In the case that X*X equals 0, it is determined that at least one of the components of X must be 0. It is recommended to generalize this to the n dimensional case.
  • #1
newtomath
37
0
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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  • #2
What is X.X in terms of the components of X?
 
  • #3
Not sure what youare asking, but X*X is the dot product of X. X is an arbitrary vector.
 
  • #4
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?
 
  • #5
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?
 
  • #6
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?
 
  • #7
looks good to me
 
  • #8
though you should generalise it to the n dimensional case rather than just 3
 

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

What is the dot product?

The dot product, also known as the scalar product, is a mathematical operation that takes two vectors and produces a single scalar value. It is calculated by multiplying the corresponding components of the two vectors and then summing those products together.

How is the dot product used in "Proof of Dot Product: X*X & X=0 Questions"?

In the proof, the dot product is used to show that when a vector is multiplied by itself, the result is equal to the square of the magnitude of the vector. This is a fundamental property of the dot product and is used in many mathematical and scientific calculations.

Can the dot product of a vector with itself ever equal zero?

Yes, the dot product of a vector with itself can equal zero if and only if the vector itself is a zero vector, meaning all of its components are equal to zero. This is because the dot product is calculated by multiplying the components of the two vectors, and if all the components are zero, the product will also be zero.

How is the dot product related to orthogonality?

Two vectors are considered orthogonal if their dot product is equal to zero. This is because the dot product measures the similarity or projection of one vector onto another. If the dot product is zero, it means the vectors have no shared direction or are perpendicular to each other.

Is the dot product commutative?

Yes, the dot product is commutative, meaning the order of the vectors does not matter. This is because the dot product is calculated by multiplying the components of the two vectors, and multiplication is commutative.

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