BigO Notation exercises
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hamid1455

Posted: Fri Mar 22, 2013 5:13 pm Post subject: BigO Notation exercises 


I got this free version of an Algorithms book from one of the professors who wrote it and am trying to learn Algorithms, so the first topic in the book is BigO notation.
The first section has some exercises:
In each of following situations, indicate whether f = O(g) OR f = omega(g) OR both (in which case f = (/)(g)
f(n) g(n)
1) n  100 n  200
In the first question it has f(n) = n  100 and g(n) = n  200. I reread the part explaining f = O(g) a few times over and am still unsure on how to proceed with this kind of question. This is not for homework/assignment, I'm doing this for fun. Thanks in advance. 





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jbking

Posted: Fri Mar 22, 2013 5:24 pm Post subject: Re: BigO Notation exercises 


First step is to consider which complexity class f and g belong.
n100 = omega(n) as for really big n, this becomes linear as the constant terms matters less and less.
n200 = omega(n) for the same reason, thus both are in the omega(n) class.
The key is to visualize for really large n, which factors will be the most important. In both cases it is the linear term.
http://en.wikipedia.org/wiki/Big_O_notation may be useful for some background. 






