To apply bucket sort on the input array [0.78, 0.17, 0.39, 0.26, 0.72, 0.94, 0.21, 0.12, 0.23, 0.68], we follow these steps:
Step 1: Create an array of size 10, where each slot represents a bucket.
Step 2: Insert elements into the buckets from the input array based on their range (For multiple elements on same bucket, Linked List Data Structure will be used).
Inserting elements into the buckets:
- Take each element from the input array.
- Multiply the element by the size of the bucket array (10 in this case). For example, for element 0.23, we get 0.23 * 10 = 2.3.
- Convert the result to an integer, which gives us the bucket index. In this case, 2.3 is converted to the integer 2.
- Insert the element into the bucket corresponding to the calculated index.
- Repeat these steps for all elements in the input array.
Step 3: Sort the elements within each bucket. In this example, we use quicksort (or any stable sorting algorithm) to sort the elements within each bucket (Each bucket is treated a different Linked List and sorted in ascending order).
Sorting the elements within each bucket:
- Apply a stable sorting algorithm (e.g., Bubble Sort, Merge Sort) to sort the elements within each bucket.
- The elements within each bucket are now sorted.
Step 4: Gather the elements from each bucket and put them back into the original array.
Gathering elements from each bucket:
- Iterate through each bucket in order.
- Insert each individual element from the bucket into the original array.
- Once an element is copied, it is removed from the bucket.
- Repeat this process for all buckets until all elements have been gathered.
Step 5: The original array now contains the sorted elements.
The final sorted array using bucket sort for the given input is [0.12, 0.17, 0.21, 0.23, 0.26, 0.39, 0.68, 0.72, 0.78, 0.94].