Understanding the Symbol <x,y> and Its Meaning in Equations

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The discussion centers on the mathematical expression and its implications in vector operations, particularly in the context of complex vectors. Participants clarify that represents the inner product of vectors x and y, which can yield a complex number when the vectors contain complex components. The expression 2Re indicates that the sum of and its conjugate results in twice the real part of the inner product, emphasizing the importance of complex conjugation in this context. The conversation also touches on the triangle inequality and the necessity of understanding complex norms in vector spaces.

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  • Understanding of inner product spaces
  • Familiarity with complex numbers and their properties
  • Knowledge of vector operations and notation
  • Basic grasp of the triangle inequality in mathematics
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  • Study the properties of Hermitian inner products in complex vector spaces
  • Learn about complex conjugates and their role in vector mathematics
  • Explore the triangle inequality and its applications in both real and complex contexts
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Mathematicians, physics students, and anyone involved in advanced vector calculus or linear algebra, particularly those working with complex vector spaces and inner product theory.

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x=a1,b1,c1
y=a2,b2,c2
<x,y>+<x,y>= (a1*a2 +b1*b2 +c1*c2) + (a1*a2 +b1*b2 +c1*c2)=2*(a1*a2 +b1*b2 +c1*c2)

i have <x,y> + <x,y> it written that it equals

2Re<x,y>


what 2Re<x,y> means ??
 
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Re means "the real part of..."
 
buts its not a complex number its a vector operation

why to involve therms from complex numbers in that formula when developed it other wise

x=a1,b1,c1
y=a2,b2,c2
<x,y>+<x,y>= (a1*a2 +b1*b2 +c1*c2) + (a1*a2 +b1*b2 +c1*c2)=2*(a1*a2 +b1*b2 +c1*c2)

why am i mistaken?

http://img179.imageshack.us/img179/7205/97924861fq7.gif

and what the meaning of |< >| marked in blue in the link
 
Last edited by a moderator:
if you look carefully, it says <x,y> + <y,x>, not <x,y> + <x,y>.

if the inner product is defined on a complex vector space, which means that a1,b1,c1, a2,b2,c2 are complex numbers, then <x,y> is a complex number, and <y,x> is the complex conjugate of <x,y>
in which case | < > | means the complex norm of the complex number given by the inner product.
 
transgalactic said:
x=a1,b1,c1
y=a2,b2,c2
<x,y>+<x,y>= (a1*a2 +b1*b2 +c1*c2) + (a1*a2 +b1*b2 +c1*c2)=2*(a1*a2 +b1*b2 +c1*c2)

i have <x,y> + <x,y> it written that it equals

2Re<x,y>


what 2Re<x,y> means ??

I believe that the vectors are supposed to be complex and the asterisks should represent complex conjugates. Note then too that the order in the inner product matters. Your formula is then a bit off and should read:


\langle x,y \rangle + \langle y , x \rangle = \cdots = 2\Re(\langle x , y \rangle )

Reversing the inner product effects a complex conjugate of the value thus adding both you cancel out the imaginary part and get twice the real part.
 
when i wrote astrix i ment multiplication
 
whats the full formula for <x,y>
(including the complex part)

??
 
transgalactic said:
when i wrote astrix i ment multiplication

I know you ment it as multiplication but...
1.) If you are working with complex vectors (implied by the \Re), and
2.) If you are working with a Hermitian inner product, then
the complex conjugate is required:

\langle x , y \rangle = x_1^* \cdot y_1 + x_2^*\cdot y_2 + \ldots

(where I am using * for complex conjugate and \cdot for multiplication.)

If you are not working with a Hermitian inner product then the formula is just plain wrong.
If you are not working with possibly complex vectors then the formula is trivial:
\langle x,y\rangle + \langle x , y \rangle = 2\langle x , y \rangle

See what I mean?

You didn't state from where you got your formula or for what reason you are writing it. You asked about the \Re = "Re" symbol and I can only assume it came from some assignment or text. I am also extrapolating that the text must be talking about complex vectors with a Hermitian inner product.

Go back to your source of information and recheck it without the assumptions that the vectors are real or that \langle x , y \rangle = \langle y , x \rangle
 
  • #11
why are they
opening the 2ab part
not as <x,y> + <x,y>

but as
<x,y> + <y,x>

??
 
  • #12
transgalactic said:
why are they
opening the 2ab part
not as <x,y> + <x,y>

but as
<x,y> + <y,x>

??

For the reasons stated above. Note that that section of the wikipedia article proves the inequality for an arbitrary inner product space, that is, a vector space endowed with an inner product. There is nothing that says the vectors have to be real

If I may, I'd suggest you didn't try and learn things from wikipedia, but instead invest in a good book.
 
  • #13
transgalactic said:
its from

Triangle inequality

http://en.wikipedia.org/wiki/Triangle_inequality

is it about complex vectors?

It's about vectors real or complex. In the real case Re( \langle x, y \rangle) = \langle x,y \rangle hence the "or equals" in the first inequality relation.

In the complex case they are in effect invoking the triangle inequality on the complex norm:

Let Re(\langle x,y \rangle) = a+bi
Then |a| \le |a|+|b| \le |a+bi| = \sqrt{a^2 + b^2}
where a, b are real numbers and the second inequality is the trangle inequality on the complex norm.

Note that we can write the complex squared norm norm as:
a^2+b^2= (a+bi)^*\cdot (a+bi) = c^* c
where c = a+bi our complex number. Recall that i^2 = -1 and (a+bi)^* = a-bi (where a,b are real).

Thence the magnitude of a complex number is |c| = \sqrt{c^* c} = \sqrt{a^2 + b^2}

Also Re(c) \equiv \Re(c) = a and Im(c) = \Im(c) = b is just a way to indicate the real and imaginary parts of a complex number.

That is all the details implicit in the wiki article. Sit down and work them out on paper and you should be able to see what's goin' on.
 
  • #14
whats a complex conjugate??
 
  • #15
Maybe you should start learning the basics... and then go on to more advanced topics...
 
  • #16
ok now i know what's complex conjugate

know i will read it all over again
 
  • #17
what the values of x1 ,y1 ,x2 ,y2

<br /> \langle x , y \rangle = x_1^* \cdot y_1 + x_2^*\cdot y_2 + \ldots <br />
 
Last edited:
  • #18
transgalactic said:
what the values of x1 ,y1 ,x2 ,y2

<br /> \langle x , y \rangle = x_1^* \cdot y_1 + x_2^*\cdot y_2 + \ldots <br />

I was using subscripted x's to indicate the x vector's coordinates. Your a,b,c my x_1 x_2 x_3.
That way we can talk about a vector with more than 3 or even 26 coordinates/dimensions.

BTW One way to think about complex conjugation is to remember we invented i to be one of the two square roots of -1 The other of course is -i
i^2=-1, i = \pm \sqrt{-1}.
Complex conjugation switches this choice, i.e. where ever an i occurs replace it with -i.
 

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