Why Define Inner Products for Complex Vector Spaces Using Complex Conjugation?

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SUMMARY

The inner product for complex vector spaces is defined as = v1*u1 + v2*u2 + v3*u3, where * denotes complex conjugation, to ensure that yields a real number, which is essential for maintaining properties like the triangle inequality. This definition allows for the interpretation of as the "length" of the vector, a crucial aspect for pre-Hilbert spaces. If the inner product were defined without complex conjugation, it would lose these important properties, making it less useful in mathematical applications.

PREREQUISITES
  • Understanding of complex numbers and their properties
  • Familiarity with vector spaces and inner product spaces
  • Knowledge of pre-Hilbert spaces and their axioms
  • Basic concepts of linear algebra, including dot products
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  • Research the properties of inner products in complex vector spaces
  • Study the implications of complex conjugation in linear algebra
  • Explore the concept of pre-Hilbert spaces and their applications
  • Learn about the triangle inequality in the context of complex numbers
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Mathematicians, physicists, and students studying linear algebra, particularly those interested in complex vector spaces and their applications in various fields.

qbslug
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What is the motivation behind defining the inner product for a vector space over a complex field as
<v,u> = v1*u1 + v2*u2 + v3*u3
where * means complex conjugate
as opposed to just
<v,u> = v1u1 + v2u2 + v3u3
They both give you back a scalar. The only reason I can see is the special case for <v,v> in which you get a real number but what does that matter.
 
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qbslug said:
What is the motivation behind defining the inner product for a vector space over a complex field as
<v,u> = v1*u1 + v2*u2 + v3*u3
where * means complex conjugate
Because it's useful. :smile:

One thing to note is that if you "forget" the complex structure and view such a vector space as a vector space of the reals, the complex inner product gives you the same value as the real dot product
 
qbslug said:
The only reason I can see is the special case for <v,v> in which you get a real number but what does that matter.

It matters a lot in terms of "usefulness". For example, real numbers can be ordered with the relations "greater than" and "less than", but complex numbers can not. <v,v> represents the "length" of v, so if <v,v> was a complex quantity, general results like the triangle inequality would not apply to it.
 
Ok thanks. This is the only axiom of inner products that bothers me. So we could define the inner product of a complex vector space as
<v,u> = v1u1 + v2u2 + v3u3
with no complex conjugates but we would lose some nice properties that are convenient such as length?
 
One reason that comes to mind is that by defining the inner product as <v,u> = v1*u1 + v2*u2 + v3*u3 you get a real number for <v,v> as you said and that is needed for a prehilbert space (where <v,v>=0 <=> v=0 and otherwise <v,v> > 0), which is basically the generalization of the Euclidean space for a complex field.
 

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