A Beginner's Guide to Implementing Strand Sort: An Example in JavaScript.
Strand sort is a sorting algorithm that is based on the idea of natural merging. It is a stable sorting algorithm, which means that it preserves the relative order of elements with equal keys. The algorithm is particularly useful for sorting linked lists and other data structures where elements have a natural predecessor and successor.
The Strand Sort algorithm is a sorting algorithm that is based on the idea of natural merging. It is a stable sorting algorithm, which means that it preserves the relative order of elements with equal keys. The algorithm is particularly useful for sorting linked lists and other data structures where elements have a natural predecessor and successor.
The implementation in javascript starts by initializing an empty array, result
, to store the sorted elements and two variables current
and next
to keep track of the current and next element as we iterate through the input array.
It then loops through the input array and for each element, it checks if the current element is the first element or if the current element is smaller than the previous element. If either of these conditions are true, it pushes the current element to the result
array and sets current
to the current element. If neither of these conditions are true, it sets next
to the current element and sets current.next
to next
so that the current element is linked to the next element.
In this way, the initial loop creates "strands" of linked elements that are in ascending order.
Next, the algorithm enters a while loop that continues until the length of the result
array is greater than one. Inside the loop, it initializes a new array newResult
to store the merged strands. It then loops through the result
array two elements at a time, taking the current and next element of the pair. It checks if the next element of the pair is null, and if so, it pushes the current element to the newResult
array. If the next element is not null, it enters a while loop that continues until both the current and next elements are null. Inside this loop, it compares the values of the current and next elements, and pushes the element with the smaller value to the newResult
array, and sets the current or next element to its next element, depending on which one was pushed to the newResult
array.
Finally, after the while loop has finished, it assigns the newResult
array back to the result
array and continues with the next iteration of the while loop.
The loop continues until the result
array contains a single element, which is the head of the sorted linked list. Finally, it flattens the linked list back into an array to produce the final sorted output.
As a summary, Strand sort algorithm creates initial "strands" by iterating through the input array and linking together elements that are in ascending order. Then, it repeatedly merges pairs of these strands together, using the same technique of linking together elements in ascending order. Finally, it flattens the resulting linked list back into an array to produce the final sorted output.
Here is an example of the strand sort algorithm implemented in JavaScript:
function strandSort(arr) {
let result = [];
let current = null;
let next = null;
// Create initial strands
for (let i = 0; i < arr.length; i++) {
if (current == null || arr[i] < current) {
current = arr[i];
result.push(current);
}
else
{
next = arr[i];
current.next = next;
current = next;
}
}
// Merge the strands
while (result.length > 1) {
let newResult = [];
for (let i = 0; i < result.length; i += 2) {
current = result[i];
next = result[i + 1];
if (next == null) {
newResult.push(current);
}
else
{
while (current && next) {
if (current.val <= next.val) {
newResult.push(current);
current = current.next;
}
else
{
newResult.push(next);
next = next.next;
}
}
if (current) {
newResult.push(current);
}
if (next) {
newResult.push(next);
}
}
}
result = newResult;
}
// Flatten the sorted list
let sortedArr = [];
current = result[0];
while (current) {
sortedArr.push(current.val);
current = current.next;
}
return sortedArr;
}
This implementation first creates initial "strands" by iterating through the input array and linking together elements that are in ascending order. It then repeatedly merges pairs of these strands together, using the same technique of linking together elements in ascending order. Finally, it flattens the resulting linked list back into an array to produce the final sorted output.
It's worth noting that Strand sort has O(n log n) time complexity, which is slower than other sorting algorithms like quicksort and timsort, but it has a smaller constant factor which makes it faster for small lists.
Also, this specific example is implemented on singly linked list, it can be easily adapted to doubly linked list or other data structure.
Comments
Post a Comment