Can anyone explain this algorithm for calculating large factorials?

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一生所求
一生所求 2020-12-07 10:49

i came across the following program for calculating large factorials(numbers as big as 100).. can anyone explain me the basic idea used in this algorithm?? I need to know ju

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  • 2020-12-07 11:23

    Note that

    n! = 2 * 3 * ... * n
    

    so that

    log(n!) = log(2 * 3 * ... * n) = log(2) + log(3) + ... + log(n)
    

    This is important because if k is a positive integer then the ceiling of log(k) is the number of digits in the base-10 representation of k. Thus, these lines of code are counting the number of digits in n!.

    p = 0.0;
    for(j = 2; j <= n; j++)
        p += log10(j);
    d = (int)p + 1;
    

    Then, these lines of code allocate space to hold the digits of n!:

    a = new unsigned char[d];
    for (i = 1; i < d; i++)
        a[i] = 0; //initialize
    

    Then we just do the grade-school multiplication algorithm

    p = 0.0;
    for (j = 2; j <= n; j++) {
        q = 0;
        p += log10(j);
        z = (int)p + 1;
        for (i = 0; i <= z/*NUMDIGITS*/; i++) {
            t = (a[i] * j) + q;
            q = (t / 10);
            a[i] = (char)(t % 10);
        }
    }
    

    The outer loop is running from j from 2 to n because at each step we will multiply the current result represented by the digits in a by j. The inner loop is the grade-school multiplication algorithm wherein we multiply each digit by j and carry the result into q if necessary.

    The p = 0.0 before the nested loop and the p += log10(j) inside the loop just keep track of the number of digits in the answer so far.

    Incidentally, I think there is a bug in this part of the program. The loop condition should be i < z not i <= z otherwise we will be writing past the end of a when z == d which will happen for sure when j == n. Thus replace

    for (i = 0; i <= z/*NUMDIGITS*/; i++)
    

    by

    for (i = 0; i < z/*NUMDIGITS*/; i++)
    

    Then we just print out the digits

    for( i = d -1; i >= 0; i--)
        cout << (int)a[i];
    cout<<"\n";
    

    and free the allocated memory

    delete []a;
    
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