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Linked lists

Linked lists. ‘b’. ‘a’. ‘b’. ‘c’. ‘d’. node. Definitions. data part. pointer part. (linked) list is a data structure for efficient dynamic data storage node - element of a list data part - holds information contained in the list pointer (reference) part - a pointer to type(class) node

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Linked lists

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  1. Linked lists CSCI 2170

  2. ‘b’ ‘a’ ‘b’ ‘c’ ‘d’ node Definitions datapart pointerpart • (linked) list is a data structure for efficientdynamic data storage • node - element of a list • data part - holds information contained in the list • pointer (reference) part - a pointer to type(class) node • nodes are allocated dynamically • list is formed by having the reference part of one node point to the next node • head (node) - first node in the list • tail (node) - last node in the list • the reference part of the tail points to NULL (linked) list NULL head (node) tail (node) CSCI 2170

  3. ‘b’ ‘c’ ‘d’ ptr ptr ptr ptr ‘a’ pointer to head NULL head (node) tail (node) List manipulation • since head points to the next node and (transitively) to all the other nodes, all the information necessary to get the list data is a pointer to the head • list traversal - going through list elements to collect information onthe list’s structure or data stored • to traverse 1. allocate pointer variable for traversal (ptr) 2. assign address of head (from pointer to head) to ptr 3. look up the pointer part of node and assign it to ptr 4. Repeat step 3 until NULL is encountered • since nodes are allocated dynamically, they can be removed and added to the list with only minimum modifications required CSCI 2170

  4. Review • what is a list? • what is a node? • what does data part of node contain? • what does the reference part of node contain? • what is the head of a list? • what is the tail of a list? • what does the reference part of the tail of the list points to? • what is list traversal? why would you want to traverse a list? CSCI 2170

  5. Linked Lists • Definition of Linked Lists • Examples of Linked Lists • Operations on Linked Lists • Linked List as a Class • Linked Lists as Implementations of Stacks, Sets, etc. CSCI 2170

  6. data data data data head_ptr Definition of Linked Lists • A linked list is a sequence of items (objects) where every item is linked to the next. • Graphically: CSCI 2170

  7. Definition Details • Each item has a data part (one or more data members), and a link that points to the next item • One natural way to implement the link is as a pointer; that is, the link is the address of the next item in the list • It makes good sense to view each item as an object, that is, as an instance of a class. • We call that class: Node • The last item does not point to anything. We set its link member to NULL. This is denoted graphically by a slash in the link. CSCI 2170

  8. John Mary Dan Sue Examples of Linked Lists(A Waiting Line) • A waiting line of customers: John, Mary, Dan, Sue (from the head to the tail of the line) • A linked list of strings can represent this line: head_ptr CSCI 2170

  9. 10 8 6 2 8 Examples of Linked Lists(A Stack of Numbers) • A stack of numbers (from top to bottom): 10, 8, 6, 8, 2 • A linked list of ints can represent this stack: head_ptr CSCI 2170

  10. a b d c f Examples of Linked Lists(A Set of Non-redundant Elements) • A set of characters: a, b, d, f, c • A linked list of chars can represent this set: head_ptr CSCI 2170

  11. a b c f d Examples of Linked Lists(A Sorted Set of Non-redundant Elements) • A set of characters: a, b, d, f, c • The elements must be arranged in sorted order: a, b, c, d, f • A linked list of chars can represent this set: head_ptr CSCI 2170

  12. a0,0 a1,1 a2,2 an,n head_ptr Examples of Linked Lists(A Polynomial) • A polynomial of degree n is the function Pn(x)=a0+a1x+a2x2+…+anxn. The ai’s are called the coefficients of the polynomial • The polynomial can be represented by a linked list (2 data members and a link per item): CSCI 2170

  13. Operations on Linked Lists • Insert a new item • At the head of the list, or • At the end of the list, or • Inside the list, in some designated position • Search for an item in the list • The item can be specified by position, or by some value • Delete an item from the list • Search for and locate the item, then remove the item, and finally adjust the surrounding pointers • size( ); • isEmpty( ) CSCI 2170

  14. data data data data A data data data data A Insert– At the Head • Insert a new data A. Call new: newPtr List before insertion: • After insertion to head: head_ptr head_ptr • The link value in the new item = old head_ptr • The new value of head_ptr = newPtr CSCI 2170

  15. data data data data A data data data data A Insert – at the Tail • Insert a new data A. Call new: newPtr List before insertion • After insertion at end: head_ptr head_ptr • The link value in the new item = NULL • The link value of the old last item = newPtr CSCI 2170

  16. data data data data data data A data data data Insert – inside the List • Insert a new data A. Call new: newPtr List before insertion: • After insertion in 3rd position: head_ptr head_ptr • The link-value in the new item = link-value of 2nd item • The new link-value of 2nd item = newPtr CSCI 2170

  17. data data data data data data data data data data Delete – the Head Item • List before deletion: • List after deletion of the head item: head_ptr head_ptr • The new value of head_ptr = link-value of the old head item • The old head item is deleted and its memory returned CSCI 2170

  18. data data data data data data data data data data Delete – the Tail Item • List before deletion: • List after deletion of the last item: head_ptr head_ptr • New value of link value of the next to last item • New link value of new last item = NULL. CSCI 2170

  19. data data data data data data data data data data Delete – an inside Item • List before deletion: • List after deletion of the 2nd item: head_ptr head_ptr • New link-value of the item located before the deleted one = • the link-value of the deleted item CSCI 2170

  20. size() and isEmpty() • We need to scan the items in the list from the head_ptr to the last item marked by its link-value being NULL • Count the number of items in the scan, and return the count. This is the size(). • Alternatively, keep a counter of the number of item, which gets updated after each insert/delete. The function size( ) returns that counter • If head_ptr is NULL, isEmpty() returns true; else, it returns false. CSCI 2170

  21. Searching for an Item • Suppose you want to find the item whose data value is A • You have to search sequentially starting from the head item rightward until the first item whose data member is equal to A is found. • At each item searched, a comparison between the data member and A is performed. CSCI 2170

  22. Time of the Operations • Time to search() is O(L) where L is the relative location of the desired item in the List. In the worst case. The time is O(n). In the average case it is O(N/2)=O(n). • Time for remove() is dominated by the time for search, and is thus O(n). • Time for insert at head or at tail is O(1). • Time for insert at other positions is dominated by search time, and thus O(n). • Time for size() is O(1), and time for isEmpty() is O(1) CSCI 2170

  23. Implementation of an Item • Each item is a collection of data and pointer fields, and should be able to support some basic operations such as changing its link value and returning its member data • Therefore, a good implementation of an item is a class • The class will be called Node CSCI 2170

  24. Class Node Design for Item • The member variables of Node are: • The data field(s) • The link pointer, which will be called next • Thefunctions are: CSCI 2170

  25. Class Node Type • class Node { private: int data; // different data type for other apps Node *next; // the link pointer to next item public: Node(int x=0;Node * ptr=NULL); // constructor int getData( ); Node *getNext( ); void setData(int x); void setNext(Node *ptr); }; CSCI 2170

  26. Class Node Implementation • Node::Node(int x, Node *p){ data=x; next=p;}; • int Node::getData( ){return data;}; • Node * Node::getNext( ){return next;}; • void Node::setData(int x) {data=x;}; • void Node::setNext(Node *ptr){next=ptr;}; CSCI 2170

  27. Implementation of Linked List • A linked list is a collection of Node objects, and must support a number of operations • Therefore, it is sensible to implement a linked list as a class • The class name for it is List CSCI 2170

  28. Class Design for List • The member variables are: • Node *head_ptr; • Member functions • Node * search(int x); Node * itemAt(int position); • void removeHead(); void removeTail(); void remove(int x); • void insertHead(int x); void insertTail(int x); void insert(Node *p, int x) // inserts item after the item // pointed to by p • int size( ); Node *getHead( ); Node getTail( ); • bool isEmpty( ); CSCI 2170

  29. Class List Type • class List { private: Node *head_ptr; public: List( ); // constructor int size( ); Node *getHead( ); Node *getTail( ); bool isEmpty( ); Node *search(int x); Node *itemAt(int position); voidremoveHead(); voidremoveTail(); voidremove(int x); // delete leftmost item having x void insertHead(int x); void insertTail(int x); void insert(Node *p, int x); }; CSCI 2170

  30. Implementation of Class List • List::List( ){head_ptr= NULL}; • int List::size( ){return numOfItems;}; • Node * List::getHead( ) {return head_ptr;}; • Node * List::getTail( ) {……..}; • bool List::isEmpty() {return (!head_ptr);}; CSCI 2170

  31. Implementation of search( ) • Node *List::search(int x){ Node * currentPtr = getHead( ); while (currentPtr != NULL){ if (currentPtr->getData( ) == x) return currentPtr; else currentPtr = currentPtr->getNext(); } returnNULL; // Now x is not, so return NULL }; CSCI 2170

  32. Implementation of itemAt( ) • Node *List::itemAt(int position){ …………………… return currentPtr; }; CSCI 2170

  33. Implementation of removeHead( ) • voidList::removeHead( ){ …..what if head is null…..??? Node * currentPtr = head_ptr( ); head_ptr=head_ptr->getNext( ); delete currentPtr; }; CSCI 2170

  34. Implementation of removeTail( ) • voidList::removeTail( ){ ………………. }; CSCI 2170

  35. Implementation of remove( ) • void List::remove(int x){ ………………… }; CSCI 2170

  36. Implementation of insertHead( ) • void List::insertHead(int x){ Node * newHead = new Node(x,head_ptr); head_ptr= newHead; }; CSCI 2170

  37. Implementation of insertTail( ) • voidList::insertTail(int x){ ……………… }; CSCI 2170

  38. Implementation of insert( ) • // inserts item x after the item pointed to by p • void List::insert(Node *p, int x){ ……………………….. }; CSCI 2170

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