$($Please code the algorithm in R$)$ Suppose that we want to generate a random variable $x$ whose density function

is

$f(x)=\frac{1}{2}{x}^2$exp$(-x),x>0$

by using the rejection algorithm with an exponential density having rate $.$

Find the value of $$ that minimizes the expected number of iterations of the

algorithm to generate $x.$