What Constitutes a Vector Space in Function Sets?

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SUMMARY

The discussion clarifies the concept of vector spaces in the context of function sets, specifically F(S, F), where S is a nonempty set and F is a field, typically the real numbers (R). It establishes that functions f and g in F(S, F) are equal if they yield the same output for every input in S. The operations of addition and scalar multiplication for these functions are defined as (f + g)(s) = f(s) + g(s) and (cf)(s) = c[f(s)], confirming that F(S, F) adheres to the properties of a vector space. The notation RX, representing the set of functions from X to R, is equivalent to F(X, R).

PREREQUISITES
  • Understanding of vector spaces and their properties
  • Familiarity with functions and their operations
  • Basic knowledge of fields, particularly the real numbers (R)
  • Notation in mathematical functions and sets
NEXT STEPS
  • Study the properties of vector spaces in linear algebra
  • Explore function spaces, specifically F(S, F) and their applications
  • Learn about scalar multiplication and addition in the context of functions
  • Investigate the implications of different fields in vector spaces
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Students beginning their studies in linear algebra, mathematicians interested in function spaces, and educators teaching vector space concepts.

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Homework Statement



Hello, this is not a problem but I want some clarification with the following paragraph (starting my linear algebra course!):

Let S be any nonempty set and F be any field*, and let F(S,F) denote the
set of all functions from S to F. Two functions f and g in F(S, F) are called
equal if f(s) = g(s) for each s in S. The set F(S,F) is a vector space with
the operations of addition and scalar multiplication defined for f, g in F(S, F)
and c in F by
(f + g)(s)=f(s)+g(s) and (cf)(s)=c[f(s)]
for each s in S. Note that these are the familiar operations of addition and
scalar multiplication for functions used in algebra and calculus.

*my prof said we can assume the field is R, all real numbers

Homework Equations


The Attempt at a Solution



What does it mean "from S to F"?
Does it mean that any function in F(S,F) can take in any values of S and produce a value in F?

I'm also confused about notation that my professor uses.
RX to denote the set {f, X->R} where R is all reals and X is some non-empty set of numbers. Does this also mean the same thing as F(X,R)?
 
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stupidmonkey said:

Homework Statement



Hello, this is not a problem but I want some clarification with the following paragraph (starting my linear algebra course!):

Let S be any nonempty set and F be any field*, and let F(S,F) denote the
set of all functions from S to F. Two functions f and g in F(S, F) are called
equal if f(s) = g(s) for each s in S. The set F(S,F) is a vector space with
the operations of addition and scalar multiplication defined for f, g in F(S, F)
and c in F by
(f + g)(s)=f(s)+g(s) and (cf)(s)=c[f(s)]
for each s in S. Note that these are the familiar operations of addition and
scalar multiplication for functions used in algebra and calculus.

*my prof said we can assume the field is R, all real numbers

Homework Equations





The Attempt at a Solution



What does it mean "from S to F"?
Does it mean that any function in F(S,F) can take in any values of S and produce a value in F?
Yes.
stupidmonkey said:
I'm also confused about notation that my professor uses.
RX to denote the set {f, X->R} where R is all reals and X is some non-empty set of numbers. Does this also mean the same thing as F(X,R)?

Yes.
 

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