Please Note: In this question log (n) is to the base of 2.
I know that f(n)=omega(log(n))
- in other words for every c>0: f(n)>=c*log(n)
(starting from a specific location)
I want to prove that n=o(2^{f(n)})
- in other words for every d>0: n<=d*2^{f(n)}
(starting from a specific location)
How may I prove this?
What I did?
I tried using limits which you can find here: https://math.stackexchange.com/questions/3895906/prove-that-the-following-limit-is-0
but it seems impossible so I'm trying to solve it the traditional way but get stuck.
From the premise for c = 2
, there is an N0 > 0
such that f(n) >= 2 log(n)
for all n > N0
. By monotonicity of y = 2^x
this is equivalent to 2^f(n) >= n^2
for all n > N0
.
For any d > 0
there is an N1 > 0
such that n^2 >= n/d
for all n > N1
since the quadratic n^2
grows faster than any linear n/d
.
Combining the two inequalities, n/d <= n^2 <= 2^f(n)
for all n > max(N0, N1)
.