GATE | GATE-CS-2000 | Question 40
Consider the following functions
Which of the following is true?
(A) h(n) is O(f(n))
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(B) h(n) is O(g(n))
(C) g(n) is not O(f(n))
(D) f(n) is O(g(n))
Explanation: Big-oh notation:
Let f and g be two functions defined on real number. One writes f(n) = O(g(n)) if there is a positive constant M such that for all sufficiently large values of n, the absolute value of f(n) is at most M multiplied by the absolute value of g(n). That is, f(n) = O(g(n)) if and only if there exists a positive real number M and a real number n0 such that f(n)≤M(g(n)), for all n≥n0.
In Big-oh notation, we only make comparison between two functions by considering larger values of n. To solve question like this we can take larger value of n and then compare the values of different function.
f(n) = 3(n^32)=3*(2^10)^32=3*2^320
g(n) = 2^320
So relation between the functions can be:
1.f(n) and g(n) are of same order, so f(n) is O(g(n)) and g(n)=O(f(n)). Hence option C is wrong.
2.h(n) is n! Which is of higher order than f(n) and g(n). So options A and B are wrong.
This solution is contributed by Nirmal Bharadwaj
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