This document discusses linked lists and their implementation. It covers singly linked lists, doubly linked lists, and generic linked lists. Key points include:
- Linked lists store data in nodes that point to the next node.
- Singly linked lists use a head node and each node's next pointer to link the nodes in a linear fashion.
- Doubly linked lists add a previous pointer to each node to allow traversal in both directions.
- Generic linked lists use type parameters to make the list elements any type.
Algorithms like insertion, removal, and searching are described along with code examples in various Java classes. Exercises are provided to add methods to the generic linked list implementation.
Slides give the basic introduction of linked list, doubly linked list, circular linked list and operations related to it. It has animations, Download is recommended in order to make best out of animations
(Download is recommended to make the animations work)
Slides give the basic introduction of linked list, doubly linked list, circular linked list and operations related to it. It has animations, Download is recommended in order to make best out of animations
(Download is recommended to make the animations work)
Linked Lists: Introduction Linked lists
Representation of linked list
operations on linked list
Comparison of Linked Lists with Arrays and Dynamic Arrays
Types of Linked Lists and operations-Circular Single Linked List, Double Linked List, Circular Double Linked List
In computer science, a linked list is a linear collection of data elements, whose order is not given by their physical placement in memory. Instead, each element points to the next. It is a data structure consisting of a collection of nodes which together represent a sequence.
a. Concept and Definition✓
b. Inserting and Deleting nodes ✓
c. Linked implementation of a stack (PUSH/POP) ✓
d. Linked implementation of a queue (Insert/Remove) ✓
e. Circular List
• Stack as a circular list (PUSH/POP) ✓
• Queue as a circular list (Insert/Remove) ✓
f. Doubly Linked List (Insert/Remove) ✓
For more course related material:
https://github.com/ashim888/dataStructureAndAlgorithm/
Personal blog
www.ashimlamichhane.com.np
Linked Lists: Introduction Linked lists
Representation of linked list
operations on linked list
Comparison of Linked Lists with Arrays and Dynamic Arrays
Types of Linked Lists and operations-Circular Single Linked List, Double Linked List, Circular Double Linked List
In computer science, a linked list is a linear collection of data elements, whose order is not given by their physical placement in memory. Instead, each element points to the next. It is a data structure consisting of a collection of nodes which together represent a sequence.
a. Concept and Definition✓
b. Inserting and Deleting nodes ✓
c. Linked implementation of a stack (PUSH/POP) ✓
d. Linked implementation of a queue (Insert/Remove) ✓
e. Circular List
• Stack as a circular list (PUSH/POP) ✓
• Queue as a circular list (Insert/Remove) ✓
f. Doubly Linked List (Insert/Remove) ✓
For more course related material:
https://github.com/ashim888/dataStructureAndAlgorithm/
Personal blog
www.ashimlamichhane.com.np
This tutorial explains about linked List concept. it contains types of linked list also. All possible graphical representations are included for better understanding.
SIT221 Data Structures and Algorithms Trimester 2, 2019 .docxedgar6wallace88877
SIT221 Data Structures and Algorithms Trimester 2, 2019
1
Practical Task 5.1
(Pass Task)
Submission deadline: 10:00am Monday, August 26
Discussion deadline: 10:00am Saturday, September 14
General Instructions
The objective of this task is to study implementation of a Doubly Linked List, a generic data structure capable
to maintain an arbitrary number of data elements and support various standard operations to read, write,
and delete data. Compared to other popular data structures, linked list like data structures offer a number
of advantages with respect to time complexity and practical application. For example, where an array‐based
data structure, such as a simple list (or a vector), requires a contiguous memory location to store data, a
linked list may record new data elements anywhere in the memory. This is achievable by encapsulation of a
payload (the user’s data record) into a node, then connecting nodes into a sequence via memory references
(also known as links). Because of this, a linked list is not restricted in size and new nodes can be added
increasing the size of the list to any extent. Furthermore, it is allowed to use the first free and available
memory location with only a single overhead step of storing the address of memory location in the previous
node of a linked list. This makes insertion and removal operations in a linked list of a constant 1 time;
that is, as fast as possible. Remember that these operations generally run in a linear n time in an array
since memory locations are consecutive and fixed.
A doubly linked list outperforms a singly linked list achieving better runtime for deletion of a given data node
as it enables traversing the sequence of nodes in both directions, i.e. from starting to end and as well as from
end to starting. For a given a node, it is always possible to reach the previous node; this is what a singly linked
list does not permit. However, these benefits come at the cost of extra memory consumption since one
additional variable is required to implement a link to previous node. In the case of a simpler singly linked list,
just one link is used to refer to the next node. However, traversing is then possible in one direction only, from
the head of a linked list to its end.
1. To start, follow the link below and explore the functionality of the LinkedList<T> generic class available
within the Microsoft .NET Framework.
https://msdn.microsoft.com/en‐au/library/he2s3bh7(v=vs.110).aspx.
Because some operations that you are asked to develop in this task are similar to those in the
LinkedList<T>, you may refer to the existing description of the class to get more insights about how your
own code should work.
2. Explore the source code attached to this task. Create a new Microsoft Visual Studio project and import
the DoublyLinkedList.cs file. This file contains a template of the DoublyLinkedList<T> class. The objective
of the task i.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Ethnobotany and Ethnopharmacology:
Ethnobotany in herbal drug evaluation,
Impact of Ethnobotany in traditional medicine,
New development in herbals,
Bio-prospecting tools for drug discovery,
Role of Ethnopharmacology in drug evaluation,
Reverse Pharmacology.
We all have good and bad thoughts from time to time and situation to situation. We are bombarded daily with spiraling thoughts(both negative and positive) creating all-consuming feel , making us difficult to manage with associated suffering. Good thoughts are like our Mob Signal (Positive thought) amidst noise(negative thought) in the atmosphere. Negative thoughts like noise outweigh positive thoughts. These thoughts often create unwanted confusion, trouble, stress and frustration in our mind as well as chaos in our physical world. Negative thoughts are also known as “distorted thinking”.
How to Create Map Views in the Odoo 17 ERPCeline George
The map views are useful for providing a geographical representation of data. They allow users to visualize and analyze the data in a more intuitive manner.
This is a presentation by Dada Robert in a Your Skill Boost masterclass organised by the Excellence Foundation for South Sudan (EFSS) on Saturday, the 25th and Sunday, the 26th of May 2024.
He discussed the concept of quality improvement, emphasizing its applicability to various aspects of life, including personal, project, and program improvements. He defined quality as doing the right thing at the right time in the right way to achieve the best possible results and discussed the concept of the "gap" between what we know and what we do, and how this gap represents the areas we need to improve. He explained the scientific approach to quality improvement, which involves systematic performance analysis, testing and learning, and implementing change ideas. He also highlighted the importance of client focus and a team approach to quality improvement.
3. Dynamic Data Structures
ArrayList was our first dynamically-allocated data structure.
ArrayList is a hybrid static and dynamically allocated data
structure.
ArrayList automatically allocates a larger backing (static) array
when the capacity of its current backing array is exceeded.
In a purely dynamic data structure, storage for each new element
is allocated when the element is added.
A purely dynamically allocated data structure is (slightly) more
space efficient, but slower because heap allocation occurs every
time an element is added.
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 3 / 12
4. Linked Data Structures
The core concept in a linked data structures is the node.
A data structure is a collection of nodes linked in a particular way.
A node holds a data item and links to other nodes.
The nature of the links determines the kind of data structure, e.g.,
singly linked list, doubly linked list, binary tree, etc.
Here is a depiction of a node for a singly linked list and code that
implements such a node (public members for brevity)
private class Node {
public Object data;
public Node next;
public Node(Object data, Node next) {
this.data = data;
this.next = next;
}
}
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 4 / 12
5. Singly Linked Lists
A singly linked list
Contains a pointer to a “head” node (null if empty).
The head node’s next points to the second node, the second
node’s next points to the third node, and so on.
The next reference of the last node is null
Here’s a depiction of the nodes in a singly linked list with three
elements:
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 5 / 12
6. Adding Elements to a Singly Linked List
1. Create a new Node.
2. Set the next reference of the new Node to the current head.
3. Set the head reference to the new Node
See LinkedList.java for the code.
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 6 / 12
7. Finding an Item in a Linked List
An algorithm for finding an item in a linked list:
foundNode: Node := null
currentNode: Node := LinkedList.head
while currentNode != null && foundNode = null
if currentNode.data = queryItem
foundNode := currentNode
currentNode := currentNode.next
The postcondition of this algorithm is that foundNode will be:
The node containing the query item, or
null if the query item is not in the list.
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 7 / 12
8. Inserting Elements into a Linked List
1. Find the existing Node to insert new element after.
2. Create a new Node.
3. Set the next reference of the new Node to the next reference of
the existing node.
4. Set the next reference of the existing node to the new Node.
See LinkedList.java for the code.
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 8 / 12
9. Computing the Length of a Linked List
An algorithm for computing the length a linked list:
length: int := 0
currentNode: Node := LinkedList.head
while currentNode != null
length := length + 1
currentNode := currentNode.next
The postcondition of this algorithm is that length will be equal to the
number of nodes in the list.
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 9 / 12
10. Generic Linked Lists
To make our LinkedList generic we only need to add a type parameter
to the declaration:
public class GenericLinkedList<E> { ...
and replace Object with E in the body of the class.
See GenericLinkedList.java
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 10 / 12
11. Doubly Linked Lists
A doubly linked list simply adds a previous reference to the Node
class so that the list can be traversed forwards or backwards.
private class Node<E> {
E data;
Node<E> next;
Node<E> previous;
public Node(E data, Node<E> next, Node<E> previous) {
this.data = data;
this.next = next;
this.previous = previous;
}
}
Doubly linked lists work the same, except that the algorithms for
inserting and removing items requires a bit more link fiddling (have to
set previous links as well).
See DoublyLinkedList.java.
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 11 / 12
12. Programming Exercises
Programming Exercise 1
Add a get(int index) method to GenericLinkedList.
Add a remove(T item) method to GenericLinkedList.
Programming Exercise 2
Implement public static int binarySearch(int[] a,
int v). Return -1 if v is not in a.
Bonus: implement public static <T> int
binarySearch(T[] a, T v, Comparator<? super T>
c). Return -1 if v is not in a.
Bonus: for either of the options above, implement your method
using a recursive helper method.
Bonus question: if we wanted to implement a similar method for a
Collection, how would we do it? Could we define such a binary
search method for any Collection?
Bonus question 2: what is the running time (Big-O) of binary
search?
Chris Simpkins (Georgia Tech) CS 1331 Introduction to Object Oriented Programming CS 1331 12 / 12