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Vector space example 3


In analysis, many function sets have the structure of a vector space; these are often called linear spaces instead of vector spaces. This third example is one such set of functions.

Example III:

Consider the set C[a,b] of all continuous functions f defined on the closed interval [a,b] -> R. Define vector addition:

(f+g)(x)=f(x)+g(x).
Define scalar multiplication: If r is a real number and f in C[a,b], then
(r*f)(x)=r*f(x).
Then C[a,b] is a vector space over the field R.

Proof
1. Since R is a field, if r,s, in R, then r+s in R.
Then for f,g in C[a,b] and x in [a,b], f(x)+g(x) in R. The sum of two continuous functions is continuous, and therefore f+g is an element of C[a,b].

2. Since R is a field, if r,s,t in R, then r+(s+t)=(r+s)+t.
Then for f,g,h, in C[a,b] and x in [a,b], f(x)+(g(x)+h(x))=((f(x)+g(x))+h(x) and therefore (f+g)+h = f+(g+h).

3. Consider the function 0, where for x in [a,b], 0(x)=0, 0 being the neutral element from R.
0 is in C[a,b], and for f in C[a,b] and x in [a,b],
0(x)+f(x)=0+f(x)=f(x) and hence 0+f=f.

4. For f in C[a,b] consider the function -f,
defined by (-f)(c)=-(f(c)). -f is in C[a,b] since it is defined from [a,b] to R and continuous.

5. Since R is a field, for r,s in R, r+s=s+r.
Then for f,g in C[a,b] and x in [a,b], f(x)+g(x)=g(x)+f(x) and hence f+g=g+f.

6. If r in R and f in C[a,b], then r*f is again a continuous function with values in R and hence an element of C[a,b].

7. Since R is a field, if r,s,t in R, r*(s*t)=(r*s)*t.
Then if r,s in R and f in C[a,b], for x in [a,b], (r*s*f(x))=r*(s*f(x)) and hence (r*s)*f = r*(s*f).

8. Since R is a field, 1*r=r for all r in R.
If f is in C[a,b], it follows for x in [a,b]: (1*f)(x)= 1*f(x)=f(x) and hence 1*f=f.

9. Since R is a field, if r,s,t in R then r*(s+t)=(r*s)+r*t.
Then for r in R, f,g in C[a,b], and x in [a,b], r*(f(x)+g(x))= (r*f(x)+r*g(x) and hence r*(f+g)=r*f+r*g.

10. Since R is a field, if r,s,t in R, then (r+s)*t=r*t+s*t.
Then for r,s in R, f in C[a,b] and x in [a,b], we have (r+s)f(x)=r*f(x)+s*f(x) and hence (r+s)*f=r*f+s*f.

            
         



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