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Project 1 Analysis

After careful analysis of Shell Sort by generating 100 different sets and taking the average as well as the standard deviation where n = 1000, 3000, 5000, 7000, 9000, 11000, 13000, and 15000,

and with the following cases:

Cases: Code: an integer denoting how the hlist array (as in the source code) is to be formed:

  • 0: hlist should be [1] (i.e. essentially insertion sort)

  • 1: hlist should be [k2, (k-1) 2, ..., 4, 1] where k is the maximum number such that k 2 is still (strictly) smaller than the number of objects to be sorted. (Notice that in this case 1 = 4*1 - 3)

  • 2: hlist should be [2 k, 2 (k-1) , 2 (k-2) , ... 2, 1] where k is the maximum number such that 2 k is still (strictly) smaller than the number of objects to be sorted. (Notice that in this case 1 = 2 1 - 1)

  • 3: hlist should be [2 k -1, 2(k-1) -1, 2(k-2) -1 ... 3, 1] where k is the maximum number such that 2 k – 1 is still (strictly) smaller than the number of objects to be sorted. (Notice that in this case 1 = 2 1 - 1)

  • 4: hlist should be [4 k+1 + 3 * 2 k + 1, ... 8, 1 ], where k is the maximum number such that 4 k+1 + 3 * 2 k + 1 is still (strictly) smaller than the number of objects to be sorted. If there are 8 or fewer numbers in the array to be sorted, the list should be [1].

we can conclude with the following analysis.

Following Graph Analysis

N input 1000 3000 5000 7000 9000 11000 13000 15000
Case 0 993 2992 4991 6991 8991 10990 12990 14990
Case 1 20578 108037 233197 386938 564696 763612 981626 1217246
Case 2 7966 28892 51795 75795 100603 126601 152601 178601
Case 3 7980 28910 51814 75813 100622 126622 152621 178622
Case 4 5082 19733 36675 55098 73992 92554 113591 134729

N input 1000 3000 5000 7000 9000 11000 13000 15000
Case 0 993 2992 4991 6991 8991 10990 12990 14990
Case 1 20578 108037 233197 386938 564696 763612 981626 1217246
Case 2 7966 28892 51795 75795 100603 126601 152601 178601
Case 3 7980 28910 51814 75813 100622 126622 152621 178622
Case 4 5082 19733 36675 55098 73992 92554 113591 134729

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ShellSort analysis based on input and different cases

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