Prove scalar product of square-integrable functions

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Homework Help Overview

The discussion revolves around proving that a certain operation defines a scalar product on the vector space of continuous, complex-valued functions over the interval [−∏, ∏]. Participants are exploring the properties and axioms that characterize scalar products and inner products, as well as the orthogonality of specific functions with respect to this scalar product.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants discuss the definition of a scalar product and the necessary axioms that must be satisfied for it to be considered an inner product. There are inquiries about the differences between scalar products and inner products, as well as the mathematical rigor required to demonstrate that the operation in question meets the criteria.

Discussion Status

Some participants have provided guidance on checking the axioms required for the operation to be classified as an inner product. There is acknowledgment of the need for a more rigorous approach to the proof, and a few participants express agreement with the reasoning presented regarding the integrand's properties.

Contextual Notes

There are mentions of specific axioms (1), (2), and (3) that need to be verified, but the exact nature of these axioms is not detailed in the discussion. The conversation reflects a mix of understanding and uncertainty about the definitions and properties involved.

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Homework Statement



Consider the vector space of continuous, complex-valued functions on the interval [−∏, ∏]. Show that

defines a scalar product on this space. Are the following functions orthogonal with respect to this scalar product?

squareintegrablefunction.png




Homework Equations





The Attempt at a Solution



Definition of scalar product: A scalar product is an operation that assigns a complex number to any given pair of vectors |a> and |b> belonging to a LVS.

Case 1: f(t) and g(t) are equal => integrand is real => scalar product is real
Case 2: f(t) and g(t) are not equal => integrand is complex => scalar product is complex

I'm not sure if this shows that the function is a scalar product. Is there a more mathematically rigorous way of showing it?

squareintegrablefunction2.png
 
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To be an inner product, you need to satisfy a few axioms. Which axioms? You need to check those.
 
micromass said:
To be an inner product, you need to satisfy a few axioms. Which axioms? You need to check those.

Are these the axioms that are required? What's the difference between a scalar product and an inner product?

tracescalarproduct2.png
 
Yes, you need to check (1), (2) and (3).

A scalar product is the same as an inner product. But I prefer the latter terminology. Sorry for the confusion.
 
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micromass said:
Yes, you need to check (1), (2) and (3).

A scalar product is the same as an inner product. But I prefer the latter terminology. Sorry for the confusion.

If this operation is right, then yes it is an inner product.

squareintegrablefunction3.png


How do you prove that this is right? My idea is this:

Suppose the above integrand is a complex number that contains some 'i' s, and since the process of integration is only with respect to (t), the 'i' s are unaltered. Therefore, there is no difference in replacing all the 'i' s with '-i' s before or after the process of integration. (I like to think of it as the 'i' s in the integrand retains its symmetry)
 
Yes, what you say is correct.
 

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