Computing the Euler Lagrange equations

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Let $F(u) = \int_0^1(u'')^2+u^2dx $ on $C^2[0,1]$ satisfying $u(0)=a,u(1)=b,u'(0)=c,u'(1)=d$ where $a,b,c,d \in \mathbb{R}$.

If $u_*$ is a minimizer, for $\phi \in C^2[0,1],\ \frac{d}{ds}| _{s=0} F(u_* +s\phi) = \int_0^1 (2(u'')\phi''+2u\phi) dx$

Im having trouble understanding what is the correct choice of "directions" $\phi$ in the derivations of the euler-lagrange eq's.

Any help would be appreciated,

Thanks