Is there a sorting algorithm that is named "binary sort"? Like merge sort, selection sort, or the other kinds of sorting, does a binary sort exist?
Binary sort is a comparison type sorting algorithm. It is a modification of the insertion sort algorithm. In this algorithm, we also maintain one sorted and one unsorted subarray. The only difference is that we find the correct position of an element using binary search instead of linear search.
Answer. In Binary Search, the array is repeatedly divided into two halves and the element is searched in that half whose last element is greater than or equal to the element being searched. For this reason, Binary Search needs a sorted array to perform the search operation.
Binary search is an efficient algorithm for finding an item from a sorted list of items. It works by repeatedly dividing in half the portion of the list that could contain the item, until you've narrowed down the possible locations to just one.
And for best case: Insertion sort using Binary search is faster than Insertion sort using Linear search because running time for Insertion sort using Binary search = O(nlogn) and running time for Insertion sort using Linear search = O(n).
There's this and there's binary insertion sort. The two are pretty similar. They're both quadratic (O(n^2)
) time algorithms.
Both algorithms do O(n log n)
number of comparisons, but in practice you would also have to move elements around, which would make the entire algorithm quadratic.
The JDK
uses a "binary sort" for arrays < size 32 within its Arrays.sort()
method. This is actually an insertion sort
but using binary search
to find the next item instead of linear search.
Here is the code from JDK7
private static void binarySort(Object[] a, int lo, int hi, int start) {
assert lo <= start && start <= hi;
if (start == lo)
start++;
for ( ; start < hi; start++) {
@SuppressWarnings("unchecked")
Comparable<Object> pivot = (Comparable) a[start];
// Set left (and right) to the index where a[start] (pivot) belongs
int left = lo;
int right = start;
assert left <= right;
/*
* Invariants:
* pivot >= all in [lo, left).
* pivot < all in [right, start).
*/
while (left < right) {
int mid = (left + right) >>> 1;
if (pivot.compareTo(a[mid]) < 0)
right = mid;
else
left = mid + 1;
}
assert left == right;
/*
* The invariants still hold: pivot >= all in [lo, left) and
* pivot < all in [left, start), so pivot belongs at left. Note
* that if there are elements equal to pivot, left points to the
* first slot after them -- that's why this sort is stable.
* Slide elements over to make room for pivot.
*/
int n = start - left; // The number of elements to move
// Switch is just an optimization for arraycopy in default case
switch (n) {
case 2: a[left + 2] = a[left + 1];
case 1: a[left + 1] = a[left];
break;
default: System.arraycopy(a, left, a, left + 1, n);
}
a[left] = pivot;
}
}
A binary sort is a very fast algorithm which involves bit testing. It has a single pass for each bit in the sortable item. For each pass, if the bit is set then the sortable item is stacked at one end of the buffer. If the bit is not set then the item is stacked at the other end of the buffer. Starting the sort at the least significant bit and dealing with the next bits in ascending order will result in the sorted list. I wrote one of these on an early 8086 in 1983 forthe Scottish Education Department. Steve Pitts
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