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Which of the following is an inner product on vector space of allreal valued continuous functions on [0,1] ?
Question

Which of the following is an inner product on vector space of all

real valued continuous functions on [0,1] ?

A.

f,g=01f(t)g(t) dt \langle f, g \rangle = \left| \int_{0}^{1} f(t)g(t) \, dt \right|​​

B.

f,g=01f(t)g(t) dt\, \langle f, g \rangle = \int_{0}^{1} \left| f(t)g(t) \right| \, dt​​

C.

f,g=f(0)g(0)+f(1)g(1)\, \langle f, g \rangle = f(0)g(0) + f(1)g(1)​​

D.

f,g=01f(t)g(t) dt\, \langle f, g \rangle = \int_{0}^{1} f(t)g(t) \, dt​​

Correct option is D

The standard inner product on two real valued continuous functions is given by:

f,g=01f(t)g(t) dt\langle f, g \rangle = \int_{0}^{1} f(t)g(t) \, dt . which is Option D.

And also , if  f,g=01f(t)g(t) dt\langle f, g \rangle = \int_{0}^{1} f(t)g(t) \, dt Then.

(i) Symmetric property :

f,g=01f(t)g(t) dt=01g(t)f(t)=g,f (satisfied)\langle f, g \rangle = \int_{0}^{1} f(t)g(t) \, dt\\=\int_{0}^{1} g(t)f(t)=\langle g,f \rangle\ \textbf{(satisfied)}

(ii) Linearty property : Let , a,b R (Field)a,b\ \in \R\ (Field) then ,

af+bg,h=01(af+bg)(t).h(t) dt=01(af(t)+bg(t)).h(t)=01[af(t).h(t)+bg(t).h(t)]dt=a01f(t).h(t)dt+b01g(t).h(t)dt=af,h+bg,h(Satisfied)As, both required properties are satisfied , it is an inner product\langle af+bg, h \rangle = \int_{0}^{1} (af+bg)(t).h(t) \, dt\\= \int_{0}^{1} \big(af(t)+bg(t)\big).h(t)\\=\int_{0}^{1}\big[af(t).h(t)+bg(t).h(t)\big]dt\\=a\int_{0}^{1}f(t).h(t)dt+b\int_{0}^{1}g(t).h(t)dt\\=a\langle f,h\rangle+b\langle g,h\rangle\\\textbf{(Satisfied)}\\\text{As, both required properties are satisfied , it is an inner product}.So, Option D is correct.\textbf{Option D is correct.}​​


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