If V is the real vector space of all mapping from R to R.V1 = {f ∈ V: f(-x) = f(x)} and V2 = {f ∈ V: f(-x) = -f(x)}, then which one of the following is correct.
If V is the real vector space of all mapping from R to R.V1 = {f ∈ V: f(-x) = f(x)} and V2 = {f ∈ V: f(-x) = -f(x)}, then which one of the following is correct. Correct Answer both V<sub>1</sub> and V<sub>2</sub> are subspaces of V
Concept:
A subset S of a vector space V is a subspace of V if and only if S is nonempty and closed under linear operations, i.e.,x, y ∈ S ⇒ x + y ∈ S, ----(closed under addition)
x ∈ S ⇒ rx ∈ S for all r ∈ R ----(closed under multiplication)
Analysis:
V1 = {f ∈ V: f(-x) = -f(x)}
1) Take any two functions f, g ∈ V1
f(-x) = -f(x) and g(-x) = -g(x); ∀ x ∈ R
Then,
(f + g)(-x) = f(-x) + g(-x) = -f(x) - g(x) = - = -(f + g)(x)
That means, (f + g) is an odd function, ∀ x ∈ R
(f + g) ∈ V1
2) Take any function f ∈ V1 and c ∈ R
f(-x) = -f(x); ∀ x ∈ R
Then,
(c f)(-x) = c f(-x) = c = -cf(x) = -(cf)(x)
That means, cf is an odd function, ∀ x ∈ R
cf ∈ V1
∴ V1 is a subspace of V
Now,
V2 = {f ∈ V: f(-x) = f(x)}
1) Take any two functions f, g ∈ V2
f(-x) = f(x) and g(-x) = g(x); ∀ x ∈ R
Then,
(f + g)(-x) = f(-x) + g(-x) = f(x) + g(x) = (f + g)(x)
That means, (f + g) is an even function, ∀ x ∈ R
(f + g) ∈ V2
2) Take any function f ∈ V2 and c ∈ R
f(-x) = f(x); ∀ x ∈ R
Then,
(c f)(-x) = c f(-x) = c = (cf)(x)
That means, cf is an even function, ∀ x ∈ R
cf ∈ V2
∴ V2 is a subspace of V