How to show set of functions is a vector space?

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SUMMARY

The set of functions from a set S to a field k forms a vector space under standard function addition and scalar multiplication. Specifically, for any two functions f and g, the operation (f+g)(x) = f(x) + g(x) holds true, and for any function f and scalar r, the operation (rf)(x) = rf(x) is valid. Additionally, properties such as associativity and commutativity of function addition must be acknowledged, although they may be assumed in this context. Thus, the set of functions satisfies all vector space axioms.

PREREQUISITES
  • Understanding of vector spaces and their properties
  • Familiarity with function operations, specifically addition and scalar multiplication
  • Knowledge of the field k and its characteristics
  • Basic mathematical proof techniques
NEXT STEPS
  • Study the axioms of vector spaces in linear algebra
  • Learn about function spaces and their properties
  • Explore examples of vector spaces in different fields, such as polynomials and continuous functions
  • Investigate the implications of function addition and scalar multiplication in various mathematical contexts
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Students in linear algebra, mathematicians exploring functional analysis, and educators teaching vector space concepts will benefit from this discussion.

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Homework Statement


Let S be a set and V a vector space over the field k. Show that the set of functions f: S --> k, under function addition and multiplication by a constant is a vector space.

Homework Equations


I think I need to show that (f+g)(x) = f(x) + g(x) and that (rf)(x) = rf(x)

The Attempt at a Solution


Are the above conditions true because both functions f and g for this particular case give you k and (k1 + k2) = k1 + k2 and rk = rk. I just don't understand how to show it. Or do I just literally write (f+g)(x) = f(x) + g(x) and that (rf)(x) = rf(x).
 
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Yes, that's exactly right. The set of all functions, with the standard definitions of "sum of two functions" and "product of a function and a number", is a vector space because for any two functions f and g, f+ g is also a function and for any function f and real number r, rf is a function.

Strictly speaking you should also show or at least state that addition of functions is associative, commutative, etc. but those might be assumed.
 

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