Simple inner product question on CMOplex SPace

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Homework Help Overview

The discussion revolves around finding an orthonormal basis using the Gram-Schmidt process in the context of inner products defined on polynomial spaces, specifically P2(C) and P1(C). Participants are interpreting the inner product defined by integrals and complex conjugates.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants are attempting to compute inner products of standard basis vectors and questioning their orthogonality. There are discussions about the implications of complex conjugates in the inner product and the correctness of integral evaluations.

Discussion Status

Some participants are providing guidance on the correct evaluation of inner products and the order of arguments in complex inner products. There is an ongoing exploration of different approaches to the Gram-Schmidt process and the implications of the results on orthogonality.

Contextual Notes

Participants are working with past exam questions and are concerned about the accuracy of their calculations and interpretations of the inner product definitions. There is mention of potential confusion arising from the definitions and the properties of complex numbers in the context of polynomial spaces.

trap101
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Let the inner product on P2(C) be defined as:

∫ (from -1 to 1) p(t)(conjugate) q(t) dt.

using the gram schmidt process and the standard basis {1, x, x2} find an orthonormal basis.


So my only issue really is interpreting this integral. I just wanted to test if the vectors in the basis were not orthogonal for my own assurance, but now I'm not sure if that is the case. So taking the inner product of < x , 1>:

< x, 1> = x2/2 ? is that right? I mean there are no complex values in the standard basis so I don't see how the conjugate is changing anything.
 
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trap101 said:
Let the inner product on P2(C) be defined as:

∫ (from -1 to 1) p(t)(conjugate) q(t) dt.

using the gram schmidt process and the standard basis {1, x, x2} find an orthonormal basis.


So my only issue really is interpreting this integral. I just wanted to test if the vectors in the basis were not orthogonal for my own assurance, but now I'm not sure if that is the case. So taking the inner product of < x , 1>:

< x, 1> = x2/2 ? is that right? I mean there are no complex values in the standard basis so I don't see how the conjugate is changing anything.

Yes, the conjugate isn't changing anything. NO, <x,1> is NOT x^2/2. It's a definite integral.
 
Dick said:
Yes, the conjugate isn't changing anything. NO, <x,1> is NOT x^2/2. It's a definite integral.



Right, but now this is a past exam question I'm working on, and if that is the case. The set of standard basis vectors would each be orthogonal to each other. Which makes sense, then all I would have to do is "normalize" them to make them orthonormal. But that is only 3-4 lines at most. I don't know something seems odd about that.
 
trap101 said:
Right, but now this is a past exam question I'm working on, and if that is the case. The set of standard basis vectors would each be orthogonal to each other. Which makes sense, then all I would have to do is "normalize" them to make them orthonormal. But that is only 3-4 lines at most. I don't know something seems odd about that.

<1,x^2> isn't 0. What is it?
 
Dick said:
<1,x^2> isn't 0. What is it?



True, thank god. I'm having another small calculation question on another inner product deinfed as:

<p(x),q(x)> = P(0)(conjugate) q(0) + P(i)(conjugate) q(i)

now the question is asking to find an orthonormal basis for P1(C)

going through the gram schmidt again, I'm getting tangled up in an inner product that isn't giving me what I think it should.

So using the standard basis of P1: {1,x} I let "1" be my initial vector. So to find the next vector call it v2:

v2 = x - < x, 1>/<1,1> so I'm having issues with < x , 1 >.

Doesn't < x, 1> = (-i)/2 ? thus giving me a basis vector of (x + i/2)...this didn't turn out being orthogonal
 
trap101 said:
True, thank god. I'm having another small calculation question on another inner product deinfed as:

<p(x),q(x)> = P(0)(conjugate) q(0) + P(i)(conjugate) q(i)

now the question is asking to find an orthonormal basis for P1(C)

going through the gram schmidt again, I'm getting tangled up in an inner product that isn't giving me what I think it should.

So using the standard basis of P1: {1,x} I let "1" be my initial vector. So to find the next vector call it v2:

v2 = x - < x, 1>/<1,1> so I'm having issues with < x , 1 >.

Doesn't < x, 1> = (-i)/2 ? thus giving me a basis vector of (x + i/2)...this didn't turn out being orthogonal

Be careful with the order of the arguments to the inner product. <x,1>=i. <1,x>=(-i). Try it carefully. And maybe I have that wrong. Which function is the conjugate on, p or q?
 
Dick said:
Be careful with the order of the arguments to the inner product. <x,1>=i. <1,x>=(-i). Try it carefully. And maybe I have that wrong. Which function is the conjugate on, p or q?



Great. That means the way I had accepted of finding ortogonal bases over the complex is flawed. I had worked the general form as being <v2, u1>/<u1, u1> because I had an issue with this before but over the regularly defined complex inner product and that brought about the right solution, the textbook had it defined as <u1,v2>/<u1,u1> but then doing it that way I didn't get the right solution.

Looks like I'm going to have to try both and see which satisfies it in the proper way.
 

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