Suppose we have a strictly decreasing convex differentiable one-variable function $f(x)$, $x\in (0,\infty)$. Can we infer from this that its derivative will always be convex/concave? For example, if $f(x)=1/x$, then $f'(x)=-1/x^2$. In this case $f'(x)$ is concave, but I am not sure that $f$ strictly decreasing and convex $\rightarrow$$f'$ concave/convex always holds. Thanks.
1 Answer
Take $f(x)=-x+(x-1)^4/4, 0<x<2\\f'(x)=-1+(x-1)^3\\f''(x)=3(x-1)^2$
Then $f'<0,f''\ge0$ indicating that $f$ is strictly decreasing and convex, yet $f'$ is neither convex nor concave.
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$\begingroup$ Thank you, Shubham. Your example is very clear. $\endgroup$– AheadMay 11, 2021 at 19:48