Given three linked lists, say a, b and c, find one node from each list such that the sum of the values of the nodes is equal to a given number.
For example, if the three linked lists are 12->6->29, 23->5->8, and 90->20->59, and the given number is 101, the output should be triple “6 5 90”.
In the following solutions, size of all three linked lists is assumed same for simplicity of analysis. The following solutions work for linked lists of different sizes also.
A simple method to solve this problem is to run three nested loops. The outermost loop picks an element from list a, the middle loop picks an element from b and the innermost loop picks from c. The innermost loop also checks whether the sum of values of current nodes of a, b and c is equal to given number. The time complexity of this method will be O(n^3).
Sorting can be used to reduce the time complexity to O(n*n). Following are the detailed steps.
1) Sort list b in ascending order, and list c in descending order.
2) After the b and c are sorted, one by one pick an element from list a and find the pair by traversing both b and c. See isSumSorted() in the following code. The idea is similar to Quadratic algorithm of 3 sum problem.
Following code implements step 2 only. The solution can be easily modified for unsorted lists by adding the merge sort code discussed here.
Javascript
<script>
class Node
{
constructor(d)
{
this .data = d;
this .next = null ;
}
}
function isSumSorted(la,lb,lc,givenNumber)
{
let a = la;
while (a != null )
{
let b = lb;
let c = lc;
while (b != null && c!= null )
{
let sum = a.data + b.data + c.data;
if (sum == givenNumber)
{
document.write( "Triplet found " + a.data +
" " + b.data + " " + c.data+ "<br>" );
return true ;
}
else if (sum < givenNumber)
b = b.next;
else
c = c.next;
}
a = a.next;
}
document.write( "No Triplet found<br>" );
return false ;
}
function push(head_ref,new_data)
{
let new_node = new Node(new_data);
new_node.next = (head_ref);
(head_ref) = new_node;
return head_ref;
}
let headA = null ;
headA = push (headA, 20)
headA = push (headA, 4)
headA = push (headA, 15)
headA = push (headA, 10)
let headB = null ;
headB = push (headB, 10)
headB = push (headB, 9)
headB = push (headB, 4)
headB = push (headB, 2)
let headC = null ;
headC = push (headC, 1)
headC = push (headC, 2)
headC = push (headC, 4)
headC = push (headC, 8)
let givenNumber = 25
isSumSorted (headA, headB, headC, givenNumber)
</script>
|
Output:
Triplet Found: 15 2 8
Time complexity: The linked lists b and c can be sorted in O(nLogn) time using Merge Sort (See this). The step 2 takes O(n*n) time. So the overall time complexity is O(nlogn) + O(nlogn) + O(n*n) = O(n*n).
In this approach, the linked lists b and c are sorted first, so their original order will be lost. If we want to retain the original order of b and c, we can create copy of b and c.
Please refer complete article on Find a triplet from three linked lists with sum equal to a given number for more details!