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• 1. 1 Topic 11 Linked Lists "All the kids who did great in high school writing pong games in BASIC for their Apple II would get to college, take CompSci 101, a data structures course, and when they hit the pointers business their brains would just totally explode, and the next thing you knew, they were majoring in Political Science because law school seemed like a better idea." -Joel Spolsky Thanks to Don Slater of CMU for use of his slides.
• 2. Clicker 1 What is output by the following code? ArrayList<Integer> a1 = new ArrayList<>(); ArrayList<Integer> a2 = new ArrayList<>(); a1.add(12); a2.add(12); System.out.println(a1 == a2); A. false B. true C. No output due to syntax error D. No output due to runtime error E. Varies from one run of the program to the next CS314 Linked Lists 2
• 3. CS314 Linked Lists 3 Dynamic Data Structures Dynamic data structures – They grow and shrink one element at a time, normally without some of the inefficiencies of arrays – as opposed to a static container such as an array Big O of Array Manipulations – Access the kth element – Add or delete an element in the middle of the array while maintaining relative order – adding element at the end of array? space avail? no space avail? – add element at beginning of an array
• 4. Linked Lists 4 Object References Recall that an object reference is a variable that stores the address of an object A reference can also be called a pointer They are often depicted graphically: student John Smith 40725 3.57 CS314
• 5. Linked Lists 5 References as Links Object references can be used to create links between objects Suppose a Student class contained a reference to another Student object John Smith 40725 3.57 Jane Jones 58821 3.72 CS314
• 6. Linked Lists 6 References as Links References can be used to create a variety of linked structures, such as a linked list: studentList CS314
• 7. CS314 Linked Lists 7 Linked Lists A linear collection of self-referential objects, called nodes, connected by other links – linear: for every node in the list, there is one and only one node that precedes it (except for possibly the first node, which may have no predecessor,) and there is one and only one node that succeeds it, (except for possibly the last node, which may have no successor) – self-referential: a node that has the ability to refer to another node of the same type, or even to refer to itself – node: contains data of any type, including a reference to another node of the same data type, or to nodes of different data types – Usually a list will have a beginning and an end; the first element in the list is accessed by a reference to that class, and the last node in the list will have a reference that is set to null
• 8. CS314 Linked Lists 8 Linked lists are dynamic, they can grow or shrink as necessary Linked lists are non-contiguous; the logical sequence of items in the structure is decoupled from any physical ordering in memory Advantages of linked lists
• 9. CS314 Linked Lists 9 Nodes and Lists A different way of implementing a list Each element of a Linked List is a separate Node object. Each Node tracks a single piece of data plus a reference (pointer) to the next Create a new Node very time we add something to the List Remove nodes when item removed from list and allow garbage collector to reclaim that memory
• 10. CS314 Linked Lists 10 A Node Class public class Node<E> { private E myData; private Node<E> myNext; public Node() { myData = null; myNext = null; } public Node(E data, Node<E> next) { myData = data; myNext = next; } public E getData() { return myData; } public Node<E> getNext() { return myNext; } public void setData(E data) { myData = data; } public void setNext(Node<E> next) { myNext = next; } }
• 11. CS314 Linked Lists 11 One Implementation of a Linked List The Nodes show on the previous slide are singly linked – a node refers only to the next node in the structure – it is also possible to have doubly linked nodes. – The node has a reference to the next node in the structure and the previous node in the structure as well How is the end of the list indicated – myNext = null for last node – a separate dummy node class / object
• 13. CS314 Linked Lists 13 Writing Methods When trying to code methods for Linked Lists draw pictures! – If you don't draw pictures of what you are trying to do it is very easy to make mistakes!
• 14. CS314 Linked Lists 14 add method add to the end of list special case if empty steps on following slides public void add(E obj)
• 15. CS314 Linked Lists 15 Add Element - List Empty (Before) head tail size null null 0 Object item
• 16. CS314 Linked Lists 16 Add Element - List Empty (After) head tail size 1 String Node myData myNext null
• 17. CS314 Linked Lists 17 Add Element - List Not Empty (Before) 1 String Node myData myNext null head tail size String item
• 18. CS314 Linked Lists 18 Add Element - List Not Empty (After) 2 String Node myData myNext head tail size String Node myData myNext null
• 20. Clicker 2 What is the worst case Big O for adding to the end of an array based list and our LinkedList314 class? The lists already contain N items. Array based Linked A. O(1) O(1) B. O(N) O(N) C. O(logN) O(1) D. O(1) O(N) E. O(N) O(1) 20
• 21. Contains method Implement a contains method for our Linked List class public boolean contains(E val) // val != null CS314 Linked Lists 21
• 22. CS314 Linked Lists 22 Code for addFront add to front of list public void addFront(E obj) How does this compare to adding at the front of an array based list?
• 23. Clicker 3 What is the Big O for adding to the front of an array based list and a linked list? The lists already contain N items. Array based Linked A. O(1) O(1) B. O(N) O(1) C. O(logN) O(1) D. O(1) O(N) E. O(N) O(N) CS314 Linked Lists 23
• 24. CS314 Linked Lists 24 Code for Insert public void insert(int pos, E obj) Must be careful not to break the chain! Where do we need to go? Special cases?
• 25. Clicker 4 What is the Big O for inserting an element into the middle of an array based list and into the middle of a linked list? Each list already contains N items. Array based Linked A. O(1) O(1) B. O(1) O(N) C. O(N) O(1) D. O(N) O(N) E. O(N) O(logN) CS314 Linked Lists 25
• 26. Clicker Question 5 What is the Big O for getting an element based on position from an array based list and from a linked list? Each list contains N items. In other words E get(int pos) Array based Linked A. O(1) O(1) B. O(1) O(N) C. O(N) O(1) D. O(logN) O(N) E. O(N) O(N) Linked Lists 26
• 27. CS314 Linked Lists 27 Code for get public E get(int pos) The downside of Linked Lists
• 28. CS314 Linked Lists 28 Code for remove public E remove(int pos)
• 29. Clicker 6 What is the order to remove the last element of a singly linked list with references to the first and last nodes of the linked structure of nodes? The list contains N elements A. O(1) B. O(logN) C. O(N^0.5) D. O(N) E. O(NlogN)) CS314 Linked Lists 29
• 30. CS314 Linked Lists 30 Why Use Linked List What operations with a Linked List faster than the version from ArrayList?
• 31. CS314 Linked Lists 31 Clicker 7 - Getting All Elements in Order From a Linked List What is the Order (Big O) of the following code? LinkedList314<Integer> list; list = new LinkedList314<Integer>(); // code to fill list with N elements int total = 0; //Big O of following code? for(int i = 0; i < list.size(); i++) total += list.get(i); A. O(N) B. O(2N) C. O(NlogN) D. O(N2) E. O(N3)
• 32. Iterators to the Rescue CS314 Linked Lists 32
• 33. CS314 Linked Lists 33 Other Possible Features of Linked Lists Doubly Linked Circular Dummy Nodes for first and last node in list public class DLNode<E> { private E myData; private DLNode<E> myNext; private DLNode<E> myPrevious; }
• 34. CS314 Linked Lists 34 Dummy Nodes Use of Dummy Nodes for a Doubly Linked List removes most special cases Also could make the Double Linked List circular