Real Analysis proof (inner product)

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SUMMARY

The discussion focuses on proving that the operation defined by \( f*g = \int_{a}^{b} f(x)g(x) \, dx \) qualifies as an inner product. Key properties of inner products are outlined, including non-negativity, symmetry, and linearity. A participant highlights the necessity of ensuring that the functions involved are integrable to satisfy the inner product conditions. The conversation emphasizes the importance of restricting the function space to ensure integrability.

PREREQUISITES
  • Understanding of inner product properties in functional analysis
  • Knowledge of integrable functions and their conditions
  • Familiarity with the concept of function spaces
  • Basic calculus, particularly integration techniques
NEXT STEPS
  • Study the properties of inner products in Hilbert spaces
  • Learn about Lebesgue integration and its implications for integrability
  • Explore the concept of function spaces, particularly L² spaces
  • Investigate examples of functions that are not integrable and their implications
USEFUL FOR

Mathematicians, students of functional analysis, and anyone interested in the theoretical foundations of inner products and integration in vector spaces.

malcmitch20
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Hello all,

I am having trouble showing that the operation defined by f*g(f of g)= Integral[from a to b]f(x)g(x) is an inner product.

I know it must fulfill the inner product properties, which are:
x*x>=0 for all x in V
x*x=0 iff x=0
x*y=y*x for all x,y in V
x(y+z)=x*z+y*z
(ax)y=a(xy)=x(ay)

I started the first one w/ Integral[a,b] f(x)*f(x) but I am not sure how to even integrate a function that is not defnied! Any help with this will get me going and I think I'll be able to complete the rest. Any ideas?
 
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You don't need to calculate the integral, you just need to show it's non-negative.
 
malcmitch20 said:
Hello all,

I am having trouble showing that the operation defined by f*g(f of g)= Integral[from a to b]f(x)g(x) is an inner product.

I know it must fulfill the inner product properties, which are:
x*x>=0 for all x in V
x*x=0 iff x=0
x*y=y*x for all x,y in V
x(y+z)=x*z+y*z
(ax)y=a(xy)=x(ay)

I started the first one w/ Integral[a,b] f(x)*f(x) but I am not sure how to even integrate a function that is not defnied! Any help with this will get me going and I think I'll be able to complete the rest. Any ideas?

None of these are hard. For instance x*x>=0 because x^2>=0. The thing you need to ask yourself is whether X^2 is integrable i.e. whether its integral is finite if x is integrable. In general this is not true and you must restrict the space of functions to those for which it is.

But how do you know that x.y is integrable just because x and y are?
 

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