Linear Algebra. Proving differentiable functions are a vector space.

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Discussion Overview

The discussion revolves around the question of whether the set of all differentiable functions on (-infinity, +infinity) that satisfy the equation f′ + 2f = 0 forms a vector space. Participants explore the necessary conditions and axioms related to vector spaces in the context of differentiable functions.

Discussion Character

  • Technical explanation
  • Conceptual clarification
  • Homework-related

Main Points Raised

  • One participant questions the relevance of the equation f′ + 2f = 0 in proving that the set of differentiable functions forms a vector space.
  • Another participant suggests that it is necessary to show that the sum of two functions, (f+g), also satisfies the equation f′ + 2f = 0 as part of the proof.
  • A participant expresses understanding that f and g can be treated as variables in the context of the proof.
  • One participant proposes starting by proving that the set of all differentiable functions with standard operations is a vector space and then defining a subset U that satisfies the equation, indicating that proving U is closed under addition and scalar multiplication would establish it as a subspace.

Areas of Agreement / Disagreement

Participants generally agree on the need to demonstrate that the sum of functions satisfies the given equation, but there is no consensus on the initial relevance of the equation itself in the broader context of proving vector space properties.

Contextual Notes

Participants discuss the axioms of vector spaces and the specific conditions required for a subset to be considered a subspace, but there are no explicit resolutions to the underlying assumptions or definitions involved in the proof.

datran
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Question: Show the set of all differentiable functions on (-infinity, +infinity) that satisfy f′ + 2f = 0 is a vector space.

I started the problem by assuming that f and g are both differentiable functions that satisfy this vector space.

Then I ran through the ten axioms of addition and scalar multiplication and proving that each one works.

I feel like that does not answer the question though since why would I need the equation f' + 2f = 0?

How does that equation come into play?

Thanks for any help provided.
 
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welcome to pf!

hi datran! welcome to pf! :smile:
datran said:
I feel like that does not answer the question though since why would I need the equation f' + 2f = 0?

How does that equation come into play?

you have to prove eg that (f+g) satisfies that equation :wink:

(yes, i know it's obvious … but you still have to prove it!)
 
Oh!

So I would do (f+g) = (f+g)' + 2(f+g) = 0

and same thing over and over for the 10 axioms.

So really f and g are like variables?

Thank you so much! That actually made many more problems clearer!
 
You can start by proving that the set of all differentiable functions from ℝ to ℝ with the standard definitions of addition and scalar multiplication is a vector space. (Looks like you've done that already). Denote this space by V. Define U={f in V|f'+2f=0}. U is by definition a subset of V. If you prove that U contains the 0 function and is closed under addition and scalar multiplication, you can conclude that U is a subspace of V.
 

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