IT 4043 Data Structures and Algorithms

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Presentation transcript:

IT 4043 Data Structures and Algorithms Budditha Hettige Department of Computer Science

Sorting Syllabus Algorithms Analysis Introduction to DSA Abstract Data Types Arrays List Operation Using Arrays Recursion Stacks Queues Link List Sorting Algorithms Analysis

Sorting Sorting is so important and potentially so time consuming, It has been the subject of extensive research in computer science Algorithms for sorting The bubble sort, The selection sort, The insertion sort The Quick sort The Shell Sort

Example Before After

Bubble Sort Bubble sort is a simple sorting algorithm Compares each pair of adjacent items and swaps them if they are in the wrong order. The pass through the list is repeated until no waps are needed, which indicates that the list is sorted. Here are the rules you’re following: 1. Compare two items 2. If the one on the left is taller, swap them. 3. Move one position right.

Example

Algorithms

Example

Efficiency of the Bubble Sort

Java Application

Selection Sort The selection sort improves on the bubble sort by reducing the number of swaps necessary from O(N2) to O(N). Unfortunately, the number of comparisons remains O(N2).

Example

Algorithms

Example

Efficiency of the Selection Sort

Insertion Sort Insertion sort is a simple sorting algorithm that builds the final sorted array (or list) one item at a time. It is much less efficient on large lists than more advanced algorithms such as quicksort, heapsort, or merge sort.

Example

Insertion sort

Example

Efficiency of the Selection Sort

Quick Sort

Algorithm

Shell Sort

Questions Identify which of the following is/are true? In each case justify your answer. In bubble sort and selection sort give O(N2) for the worst case. Quick sort is more efficacious than the bubble sort. Consider the following array with 10 elements. Apply “Bubble sort and selection sort” algorithm to sort this list. List = [45,82, 25, 94, 50, 60, 78, 32, 80, 93]; Implement the bubble sort algorithm and implement a Java program to sort and print 10 integer values