Doubly linked list

In computer science, a doubly linked list is a linked data structure that consists of a set of sequentially linked records called nodes. Each node contains two fields, called links, that are references to the previous and to the next node in the sequence of nodes. The beginning and ending nodes' previous and next links, respectively, point to some kind of terminator, typically a sentinel node or null, to facilitate traversal of the list. If there is only one sentinel node, then the list is circularly linked via the sentinel node. It can be conceptualized as two singly linked lists formed from the same data items, but in opposite sequential orders.

A doubly linked list whose nodes contain three fields: an integer value, the link to the next node, and the link to the previous node.

The two node links allow traversal of the list in either direction. While adding or removing a node in a doubly linked list requires changing more links than the same operations on a singly linked list, the operations are simpler and potentially more efficient (for nodes other than first nodes) because there is no need to keep track of the previous node during traversal or no need to traverse the list to find the previous node, so that its link can be modified.

The concept is also the basis for the mnemonic link system memorization technique. The mnemonic systems are examples of bijections, not linked lists.

Nomenclature and implementation

The first and last nodes of a doubly linked list are immediately accessible (i.e., accessible without traversal, and usually called head and tail) and therefore allow traversal of the list from the beginning or end of the list, respectively: e.g., traversing the list from beginning to end, or from end to beginning, in a search of the list for a node with specific data value. Any node of a doubly linked list, once obtained, can be used to begin a new traversal of the list, in either direction (towards beginning or end), from the given node.

The link fields of a doubly linked list node are often called next and previous or forward and backward. The references stored in the link fields are usually implemented as pointers, but (as in any linked data structure) they may also be address offsets or indices into an array where the nodes live.

Basic algorithms

Consider the following basic algorithms written in Ada:

Open doubly linked lists

record DoublyLinkedNode {
    next // A reference to the next node
    prev // A reference to the previous node
    data // Data or a reference to data
}
record DoublyLinkedList {
     DoublyLinkedNode firstNode   // points to first node of list
     DoublyLinkedNode lastNode    // points to last node of list
}

Traversing the list

Traversal of a doubly linked list can be in either direction. In fact, the direction of traversal can change many times, if desired. Traversal is often called iteration, but that choice of terminology is unfortunate, for iteration has well-defined semantics (e.g., in mathematics) which are not analogous to traversal.

Forwards

node  := list.firstNode
 while node ≠ null
     <do something with node.data>
     node  := node.next

Backwards

node  := list.lastNode
 while node ≠ null
     <do something with node.data>
     node  := node.prev

Inserting a node

These symmetric functions insert a node either after or before a given node:

function insertAfter(List list, Node node, Node newNode)
     newNode.prev  := node      
     if node.next == null
         newNode.next  := null -- (not always necessary)
         list.lastNode  := newNode
     else
         newNode.next  := node.next
         node.next.prev  := newNode
     node.next  := newNode
function insertBefore(List list, Node node, Node newNode)
     newNode.next  := node
     if node.prev == null
         newNode.prev  := null -- (not always necessary)
         list.firstNode  := newNode
     else
         newNode.prev  := node.prev
         node.prev.next  := newNode
     node.prev  := newNode

We also need a function to insert a node at the beginning of a possibly empty list:

function insertBeginning(List list, Node newNode)
     if list.firstNode == null
         list.firstNode  := newNode
         list.lastNode   := newNode
         newNode.prev  := null
         newNode.next  := null
     else
         insertBefore(list, list.firstNode, newNode)

A symmetric function inserts at the end:

function insertEnd(List list, Node newNode)
     if list.lastNode == null
         insertBeginning(list, newNode)
     else
         insertAfter(list, list.lastNode, newNode)

Removing a node

Removal of a node is easier than insertion, but requires special handling if the node to be removed is the firstNode or lastNode:

function remove(List list, Node node)
   if node.prev == null
       list.firstNode  := node.next
   else
       node.prev.next  := node.next
   if node.next == null
       list.lastNode  := node.prev
   else
       node.next.prev  := node.prev

One subtle consequence of the above procedure is that deleting the last node of a list sets both firstNode and lastNode to null, and so it handles removing the last node from a one-element list correctly. Notice that we also don't need separate "removeBefore" or "removeAfter" methods, because in a doubly linked list we can just use "remove(node.prev)" or "remove(node.next)" where these are valid. This also assumes that the node being removed is guaranteed to exist. If the node does not exist in this list, then some error handling would be required.

Circular doubly linked lists

Traversing the list

Assuming that someNode is some node in a non-empty list, this code traverses through that list starting with someNode (any node will do):

Forwards

node  := someNode
 do
     do something with node.value
     node  := node.next
 while node ≠ someNode

Backwards

node  := someNode
 do
     do something with node.value
     node  := node.prev
 while node ≠ someNode

Notice the postponing of the test to the end of the loop. This is important for the case where the list contains only the single node someNode.

Inserting a node

This simple function inserts a node into a doubly linked circularly linked list after a given element:

function insertAfter(Node node, Node newNode)
     newNode.next  := node.next
     newNode.prev  := node
     node.next.prev  := newNode
     node.next       := newNode

To do an "insertBefore", we can simply "insertAfter(node.prev, newNode)".

Inserting an element in a possibly empty list requires a special function:

function insertEnd(List list, Node node)
     if list.lastNode == null
         node.prev := node
         node.next := node
     else
         insertAfter(list.lastNode, node)
     list.lastNode := node

To insert at the beginning we simply "insertAfter(list.lastNode, node)".

Finally, removing a node must deal with the case where the list empties:

function remove(List list, Node node);
     if node.next == node
         list.lastNode := null
     else
         node.next.prev := node.prev
         node.prev.next := node.next
         if node == list.lastNode
             list.lastNode := node.prev;
     destroy node

Deleting a node

As in doubly linked lists, "removeAfter" and "removeBefore" can be implemented with "remove(list, node.prev)" and "remove(list, node.next)".

Advanced concepts

Asymmetric doubly linked list

An asymmetric doubly linked list is somewhere between the singly linked list and the regular doubly linked list. It shares some features with the singly linked list (single-direction traversal) and others from the doubly linked list (ease of modification)

It is a list where each node's previous link points not to the previous node, but to the link to itself. While this makes little difference between nodes (it just points to an offset within the previous node), it changes the head of the list: It allows the first node to modify the firstNode link easily.[1][2]

As long as a node is in a list, its previous link is never null.

Inserting a node

To insert a node before another, we change the link that pointed to the old node, using the prev link; then set the new node's next link to point to the old node, and change that node's prev link accordingly.

function insertBefore(Node node, Node newNode)
     if node.prev == null
          error "The node is not in a list"
     newNode.prev  := node.prev
     atAddress(newNode.prev)  := newNode
     newNode.next  := node
     node.prev = addressOf(newNode.next)
function insertAfter(Node node, Node newNode)
     newNode.next  := node.next
     if newNode.next != null
         newNode.next.prev = addressOf(newNode.next)
     node.next  := newNode
     newNode.prev  := addressOf(node.next)

Deleting a node

To remove a node, we simply modify the link pointed by prev, regardless of whether the node was the first one of the list.

function remove(Node node)
     atAddress(node.prev)  := node.next
     if node.next != null
         node.next.prev = node.prev
     destroy node

See also

References

  1. ↑ http://www.codeofhonor.com/blog/avoiding-game-crashes-related-to-linked-lists
  2. ↑ https://github.com/webcoyote/coho/blob/master/Base/List.h
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