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Consider the following functions.f1(n) = (log n)2023f2(n) = n2logn(nn)f3(n) = n3+ 7n2f4(n) = 2. 023nf5(n) = n log nf6(n) = n *3n2Now do the followings:a. Write a correct asymptotic upper bound for each of the above.b. Sort the functions in ascending order of their growth rate, assuming n is significantlylarge. Just write the sorted order, no need to show any simulation.

Question

Consider the following functions.f1(n) = (log n)2023f2(n) = n2logn(nn)f3(n) = n3+ 7n2f4(n) = 2. 023nf5(n) = n log nf6(n) = n *3n2Now do the followings:a. Write a correct asymptotic upper bound for each of the above.b. Sort the functions in ascending order of their growth rate, assuming n is significantlylarge. Just write the sorted order, no need to show any simulation.

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Solution

a. Asymptotic upper bounds:

  • f1(n) = O(log n)
  • f2(n) = O(n^2 log n)
  • f3(n) = O(n^3)
  • f4(n) = O(2^n)
  • f5(n) = O(n log n)
  • f6(n) = O(n^3)

b. Sorted in ascending order of growth rate: f1(n), f5(n), f2(n), f6(n), f3(n), f4(n)

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