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Why is the complexity class expression this?

  1. Jan 29, 2016 #1
    I'm trying to understand complexity class algorithms off of my professor's lecture notes, but I still can't get a hang of it.


    void sort(int a[], int N) { //N is the length of the array
    for (int base=0; base<N; ++base)
    for (int check=base+1; check<N; ++check)
    if (a[base] > a[check])
    std::swap(a[base], a[check]);​
    }

    On his notes he says the expression for this is 8N^2+12N+6.


    From what I understand fully the complexity class for this is N^2 because it is the fastest growing out of the rest. We ignore constants because they're irrelevant when going to infinity.

    However, I want to know how he got the coefficients.
     
  2. jcsd
  3. Jan 29, 2016 #2

    Samy_A

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    Science Advisor
    Homework Helper

    I don't think one can answer this question with the information given. It depends on how the compiler translates the C++ code into machine language.
    Probably the precise 8N²+12N+6 formula was empirically derived with a given compiler for a worst case scenario.
    Or maybe these values are just arbitrary. The number of instructions executed in a worst case scenario will be given by a second-degree polynomial (N for the first loop, N/2 on average for the inner loop) in N.
     
    Last edited: Jan 29, 2016
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