I don't understand: why is my insertion sort implementation beating merge sort every time, for any size of n
?
public List<Int32> InsertionSort(List<Int32> elements, Boolean ascending = true)
{
for (Int32 j = 1; j < elements.Count; j++)
{
Int32 key = elements[j];
Int32 i = j - 1;
while (i >= 0 && (elements[i].CompareTo(key) > 0) == ascending)
elements[i + 1] = elements[i--];
elements[i + 1] = key;
}
return elements;
}
public List<Int32> MergeSort(List<Int32> elements, Boolean ascending = true)
{
Sort(elements, 0, elements.Count - 1);
return elements;
}
private void MergeSort(List<Int32> elements, Int32 startIndex, Int32 count)
{
if(startIndex < count)
{
Int32 half = (startIndex + count).Divide(2, RoundMethod.Floor);
Sort(elements, startIndex, half);
Sort(elements, half + 1, count);
Merge(elements, startIndex, half, count);
}
}
public List<Int32> Merge(List<Int32> elements, Int32 lowerBound, Int32 half, Int32 upperBound)
{
Int32 i = 0;
Int32 j = 0;
Int32 lowerElementsCount = half - lowerBound + 1;
Int32 upperElementsCount = upperBound - half;
List<Int32> left = new List<Int32>();
while (i < lowerElementsCount)
left.Add(elements[lowerBound + i++]);
List<Int32> right = new List<Int32>();
while (j < upperElementsCount)
right.Add(elements[half + j++ + 1]);
left.Add(Int32.MaxValue);
right.Add(Int32.MaxValue);
i = 0;
j = 0;
for (int k = lowerBound; k <= upperBound; k++)
if (left[i] <= right[j])
{
elements[k] = left[i];
i++;
}
else
{
elements[k] = right[j];
j++;
}
return elements;
}
Here are my results:
SORTING 1 ELEMENTS
MERGE-SORT: TIME SPENT: 0ms (1513 ticks)
INSERTION-SORT: TIME SPENT: 0ms (1247 ticks)
SORTING 10 ELEMENTS
MERGE-SORT: TIME SPENT: 1ms (2710 ticks)
INSERTION-SORT: TIME SPENT: 0ms (3 ticks)
SORTING 100 ELEMENTS
MERGE-SORT: TIME SPENT: 0ms (273 ticks)
INSERTION-SORT: TIME SPENT: 0ms (11 ticks)
SORTING 1000 ELEMENTS
MERGE-SORT: TIME SPENT: 1ms (3142 ticks)
INSERTION-SORT: TIME SPENT: 0ms (72 ticks)
SORTING 10000 ELEMENTS
MERGE-SORT: TIME SPENT: 18ms (30491 ticks)
INSERTION-SORT: TIME SPENT: 0ms (882 ticks)
And the code for testing:
static void Main(string[] args)
{
for (int i = 1; i < 100000; i*=10)
{
List<Int32> elements = GetFilledList(i, 0, Int32.MaxValue, false);
Console.WriteLine("SORTING {0} ELEMENTS", elements.Count);
Stopwatch sw = new Stopwatch();
//MERGE SORT
sw.Start();
new MergeSort().Sort(elements);
sw.Stop();
Console.WriteLine("MERGE-SORT: TIME SPENT: {0}ms ({1} ticks)", sw.ElapsedMilliseconds, sw.ElapsedTicks);
//INSERTION SORT
sw.Restart();
new InsertionSort().Sort(elements);
sw.Stop();
Console.WriteLine("INSERTION-SORT: TIME SPENT: {0}ms ({1} ticks)", sw.ElapsedMilliseconds, sw.ElapsedTicks);
Console.WriteLine();
}
Console.ReadKey();
}
In case anyone wondering I got these algorithms from Introduction to Algorithms, Thomas H. Cormen (Author), Charles E. Leiserson (Author), Ronald L. Rivest (Author), Clifford Stein (Author)
EDIT:
static List<Int32> GetFilledList(Int32 quantity, Int32 lowerBound, Int32 upperBound, Boolean mayRepeat = true)
{
List<Int32> numbers = new List<Int32>();
Random r = new Random();
for (int i = 0; i < quantity; i++)
{
Int32 numero = r.Next(lowerBound, upperBound);
while(!mayRepeat && numbers.Contains(numero))
numero = r.Next(lowerBound, upperBound);
numbers.Add(numero);
}
return numbers;
}
because, after the merge sort, the objects in elements are already sorted. do another
elements = GetFilledList(i, 0, Int32.MaxValue, false);
before the
sw.Restart();
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