How to choose witnesses for asymptotic growth? Prove: 4n^5-50n^2+10n in Theta (n^5)

Kaleigh Ayers

Kaleigh Ayers

Answered question

2022-09-07

How to choose witnesses for asymptotic growth?
Prove:
4 n 5 50 n 2 + 10 n Θ ( n 5 )
0 c 1 ( n 5 ) 4 n 5 50 n 2 + 10 n c 2 ( n 5 )
0 c 1 4 50 / n 3 + 10 / n 4 c 2
Now, I know for the middle portion, so long as n 3 then it will approach 4, leaving me with
0 c 1 4 c 2
However, I don't understand how to get my exact witnesses. Everything I found on the internet, people choose their witnesses but don't really explain how. Can I just arbitrarily choose anything between 0 and 4 for c 1 and anything above 4 for c 2 ?

Answer & Explanation

ko1la2h1qc

ko1la2h1qc

Beginner2022-09-08Added 18 answers

Step 1
A polynomial will always asymptotically behave like the highest degree monome. This can easily be proven:
Take for k n
lim x a k x k x n = lim x a k x k n
Step 2
If k = n this is simply a k , if k < n this goes to 0. Thus
a 0 + a 1 x + + a n x n x n x a n

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