Math Problem Statement
( Insertion Sort )
- Sort the sequence 3, 1, 4, 1, 5, 9, 2, 6, 5 using insertion sort.
- What is the running time of insertion sort if all elements are equal?
Solution
1) Sorting the Sequence 3, 1, 4, 1, 5, 9, 2, 6, 5 Using Insertion Sort
Insertion Sort Process:
Insertion sort works by iterating through the list and growing a sorted portion at the beginning of the list. At each step, it takes one element from the unsorted portion and inserts it into its correct position in the sorted portion.
Initial List:
[3, 1, 4, 1, 5, 9, 2, 6, 5]
Let’s go step-by-step through the process:
-
Step 1: Start with the second element,
1
. Compare it with the first element3
. Since1 < 3
, swap them.
List after step 1:
[1, 3, 4, 1, 5, 9, 2, 6, 5]
-
Step 2: Move to the third element
4
. Compare it with3
(no swap needed as4 > 3
).
List after step 2:
[1, 3, 4, 1, 5, 9, 2, 6, 5]
-
Step 3: Move to the fourth element
1
. Compare it with4
,3
, and1
. It should be placed at the front.
List after step 3:
[1, 1, 3, 4, 5, 9, 2, 6, 5]
-
Step 4: Move to the fifth element
5
. Compare it with4
(no swap needed as5 > 4
).
List after step 4:
[1, 1, 3, 4, 5, 9, 2, 6, 5]
-
Step 5: Move to the sixth element
9
. Compare it with5
(no swap needed as9 > 5
).
List after step 5:
[1, 1, 3, 4, 5, 9, 2, 6, 5]
-
Step 6: Move to the seventh element
2
. Compare it with9
,5
,4
,3
, and1
. It should be placed between3
and4
.
List after step 6:
[1, 1, 2, 3, 4, 5, 9, 6, 5]
-
Step 7: Move to the eighth element
6
. Compare it with9
(swap), then compare it with5
(no swap needed as6 > 5
).
List after step 7:
[1, 1, 2, 3, 4, 5, 6, 9, 5]
-
Step 8: Move to the ninth element
5
. Compare it with9
,6
, and5
. It should be placed between6
and9
.
List after step 8:
[1, 1, 2, 3, 4, 5, 5, 6, 9]
Final Sorted List:
[1, 1, 2, 3, 4, 5, 5, 6, 9]
2) Running Time of Insertion Sort When All Elements Are Equal
When all elements in the array are equal, insertion sort will compare each element with the previous one and find that no swaps are needed. The number of comparisons still happens, but no movement of elements occurs.
In this case:
- For the first element, no comparisons are made (as it is the only element).
- For the second element, it will be compared with the first element, and since they are equal, no shift occurs.
- This continues for all elements.
Therefore, the number of comparisons is still proportional to the size of the array n
. In the worst case, insertion sort performs n-1
comparisons for an array of size n
. However, the number of shifts will be zero since all elements are equal.
Thus, the time complexity for insertion sort when all elements are equal is O(n), where n
is the number of elements in the array.
Would you like further details or clarification on the insertion sort process? Feel free to ask!
Here are 5 related questions to expand your understanding:
- What is the worst-case time complexity of insertion sort?
- How does insertion sort perform in a nearly sorted list?
- Can insertion sort be used for sorting large datasets efficiently? Why or why not?
- What are the advantages and disadvantages of insertion sort compared to other sorting algorithms like merge sort or quicksort?
- How does the space complexity of insertion sort compare to that of merge sort?
Tip: Insertion sort is highly efficient for small or nearly sorted datasets but performs poorly on larger unsorted datasets due to its quadratic time complexity.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Sorting Algorithms
Insertion Sort
Time Complexity
Formulas
Time Complexity of Insertion Sort: O(n^2) in worst case, O(n) in best case
Theorems
Insertion Sort Theorem
Best, Worst, and Average Case Time Complexity
Suitable Grade Level
Grades 10-12
Related Recommendation
First Step of Insertion Sort on List 73596
Sorting a Sequence of Numbers: 9, 5, 11, 6, 3, 12, 10, and More
Merge Sort Algorithm: Sorting Array [23, 80, 55, 49, 34, 5, 90, 15, 28, 32]
How Many Comparisons Does Insertion Sort Make in Reverse Order for 20 Items?
Find the Median of the Data Set 8, 2, 3, 6, 7, 9, 5, 6, 10