Inner Product of 0 vector, & Complex numbers

In summary, the inner product of a null vector with itself is always zero in a vector space over complex numbers. However, for non-null vectors, the inner product can be zero only if the vectors are both equal to zero. This follows from the axiom for inner products which states that the inner product is always greater than or equal to zero, and is only equal to zero when the vectors are equal to zero. The use of complex conjugation in the inner product ensures that this axiom is satisfied for complex numbers. This can be seen in the example of C2, ordered pairs of complex numbers, where the inner product is only zero when both components are equal to zero. Using the inner product for real numbers without complex conjugation can result in
  • #1
DeepSeeded
113
1
Hello,

Can someone help me understand why the Inner Product of a Null vector with itself can be non zero if complex numbers are involved?

And why using the complex conjugate resolved this?

I may have understood this wrong. It could be that an Inner Product of any non-Null vector with itself can be zero if complex numbers are involved. Either way does someone have an example?
 
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  • #2
It cannot. The inner product of the null vector with itself is zero, and the inner product of a non-null vector cannot be zero. Both these facts follow from the following axiom for inner products:
[tex] \langle v|v \rangle \geq 0 [/tex], and [tex]\langle v|v \rangle = 0[/tex] if and only if [tex]v = |0\rangle [/tex]​
 
  • #3
The inner product on a vector space over the complex numbers must satisfy
[tex]<u, v>= \overline{<v, u>}[/tex] and, in particular, [itex]<u, av>= \overline{a}<u, v>[/itex] for any scalar a.

For C2, ordered pairs of complex numbers, the inner product [itex]<(a+ bi),(a+ bi)> = (a+ bi)\overline(a+ bi)= (a+bi)(a-bi)= a^2+ b^2[/itex] which is 0 only if a= b= 0.

If you mistakenly use the inner product for real numbers, that is, without the "complex conjugation" you could have [itex]<a+ bi, a+ bi>= a^- b^2[/itex] which can be 0. But, as I said, that is a mistake.
 
  • #4
HallsofIvy said:
The inner product on a vector space over the complex numbers must satisfy
[tex]<u, v>= \overline{<v, u>}[/tex] and, in particular, [itex]<u, av>= \overline{a}<u, v>[/itex] for any scalar a.

For C2, ordered pairs of complex numbers, the inner product [itex]<(a+ bi),(a+ bi)> = (a+ bi)\overline(a+ bi)= (a+bi)(a-bi)= a^2+ b^2[/itex] which is 0 only if a= b= 0.

If you mistakenly use the inner product for real numbers, that is, without the "complex conjugation" you could have [itex]<a+ bi, a+ bi>= a^- b^2[/itex] which can be 0. But, as I said, that is a mistake.

Ahha! Thank you!
 

1. What is the inner product of the 0 vector?

The inner product of the 0 vector is always 0. This is because the inner product is defined as the sum of the products of corresponding components of two vectors. Since the 0 vector has all components equal to 0, the sum of the products will always be 0.

2. Can the inner product of two vectors be 0 if one of the vectors is the 0 vector?

Yes, it is possible for the inner product of two vectors to be 0 if one of the vectors is the 0 vector. This can happen if the other vector is perpendicular to the 0 vector, meaning the angle between them is 90 degrees. In this case, the inner product will be 0 because the cosine of 90 degrees is 0.

3. What is the significance of the inner product in vector operations?

The inner product has several important applications in vector operations. It is used to calculate the angle between two vectors, determine whether two vectors are perpendicular, and project one vector onto another. It is also used in the definition of vector norms and orthogonality.

4. How do complex numbers relate to the inner product?

Complex numbers can be thought of as 2-dimensional vectors, with a real part and an imaginary part. Therefore, the inner product of two complex numbers is the same as the inner product of two 2-dimensional vectors. This means that the properties of the inner product, such as linearity and orthogonality, also apply to complex numbers.

5. Can the inner product of two complex numbers be a complex number?

Yes, it is possible for the inner product of two complex numbers to be a complex number. This can happen if the two complex numbers are not perpendicular to each other, as the inner product will then have both real and imaginary components. However, if the two complex numbers are perpendicular, the inner product will be purely real.

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