How to resolve the algorithm Hofstadter-Conway $10,000 sequence step by step in the C programming language

Published on 7 June 2024 03:52 AM
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How to resolve the algorithm Hofstadter-Conway $10,000 sequence step by step in the C programming language

Table of Contents

Problem Statement

The definition of the sequence is colloquially described as: Note that indexing for the description above starts from alternately the left and right ends of the list and starts from an index of one. A less wordy description of the sequence is: The sequence begins: Interesting features of the sequence are that:

The sequence is so named because John Conway offered a prize of $10,000 to the first person who could find the first position,   p   in the sequence where It was later found that Hofstadter had also done prior work on the sequence. The 'prize' was won quite quickly by Dr. Colin L. Mallows who proved the properties of the sequence and allowed him to find the value of   n   (which is much smaller than the 3,173,375,556 quoted in the NYT article).

Let's start with the solution:

Step by Step solution about How to resolve the algorithm Hofstadter-Conway $10,000 sequence step by step in the C programming language

The provided C code snippet appears to be a program that computes and prints statistical information about a specific mathematical sequence. Here's a detailed breakdown of what the code does:

  1. Header Files:

    #include <stdio.h>
    #include <stdlib.h>

    These lines include standard C library header files for input/output operations and dynamic memory allocation.

  2. Global Array:

    int a_list[1<<20 + 1];

    A global integer array a_list is declared with a size of 2^20 + 1 elements. It will be used to store values of the mathematical sequence.

  3. Function doSqnc:

    int doSqnc(int m)
    {
       ...
    }

    This is the main function that computes and prints the statistical information about the sequence. It takes an integer m as an input parameter, which specifies the length of the sequence to be processed.

  4. Initializing Variables:

    int max_df = 0;
    int p2_max = 2;
    int v, n;
    int k1 = 2;
    int lg2 = 1;
    double amax = 0;
    • max_df: This integer variable is used to keep track of the maximum difference between consecutive powers of 2 in the sequence.
    • p2_max: This integer variable is used to store the current power of 2 being compared.
    • v: This integer variable is used to store the current value in the sequence being processed.
    • n: This integer variable represents the current position in the sequence being processed.
    • k1: This integer variable is used to track when n reaches a power of 2.
    • lg2: This integer variable represents the current power of 2 being considered.
    • amax: This double-precision floating-point variable stores the maximum average value of the sequence within a power of 2 range.
  5. Initializing the Sequence:

    a_list[0] = -50000;
    a_list[1] = a_list[2] = 1;
    v = a_list[2];
    • The a_list array is initialized with some initial values. These values appear to be arbitrary and are used to start the sequence.
  6. Main Sequence Calculation Loop:

    for (n = 3; n <= m; n++) {
       ...
    }

    This loop iterates from position 3 to m in the sequence, calculating the next value in the sequence and storing it in a_list. The sequence appears to be defined recursively as a_n = a_(n - a_(n - 1)) + a_(n - a_(n - 2)).

  7. Calculating Maximum Average and Maximum Difference:

    Within the loop, the code calculates amax, which represents the maximum average value of the sequence within the current power of 2 range.

    It also calculates max_df, which tracks the maximum difference between consecutive powers of 2 in the sequence.

  8. Printing Results:

    if (0 == (k1 & n)) {
       printf("Maximum between 2^%d and 2^%d was %f\n", lg2, lg2 + 1, amax);
       amax = 0;
       lg2++;
    }

    When n reaches a power of 2, the code prints the maximum average value for the range [2^(lg2), 2^(lg2 + 1)) and resets amax to 0.

  9. Function Return:

    Finally, the function doSqnc returns 1 to indicate successful completion.

In summary, this C code calculates and prints statistical information about a specific mathematical sequence, including the maximum average value within a power of 2 range and the maximum difference between consecutive powers of 2 in the sequence. The sequence itself is defined recursively and is initialized with some arbitrary values. The length of the sequence to be processed is specified by the m parameter.

Source code in the c programming language

#include <stdio.h>
#include <stdlib.h>

int a_list[1<<20 + 1];

int doSqnc( int m)
{
    int max_df = 0;
    int p2_max = 2;
    int v, n;
    int k1 = 2;
    int lg2 = 1;
    double amax = 0;
    a_list[0] = -50000;
    a_list[1] = a_list[2] = 1;
    v = a_list[2];

    for (n=3; n <= m;  n++) {
        v = a_list[n] = a_list[v] + a_list[n-v];
        if ( amax < v*1.0/n) amax = v*1.0/n;
        if ( 0 == (k1&n)) {
            printf("Maximum between 2^%d and 2^%d was %f\n", lg2,lg2+1, amax);
            amax = 0;
            lg2++;
        }
        k1 = n;
    }
    return 1;
}


  

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