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.
C++
#include <bits/stdc++.h>
using namespace std;
class Node
{
public :
int data;
Node* next;
};
void push (Node** head_ref, int new_data)
{
Node* new_node = new Node();
new_node->data = new_data;
new_node->next = (*head_ref);
(*head_ref) = new_node;
}
bool isSumSorted(Node *headA, Node *headB,
Node *headC, int givenNumber)
{
Node *a = headA;
while (a != NULL)
{
Node *b = headB;
Node *c = headC;
while (b != NULL && c != NULL)
{
int sum = a->data + b->data + c->data;
if (sum == givenNumber)
{
cout << "Triplet Found: " << a->data << " " <<
b->data << " " << c->data;
return true ;
}
else if (sum < givenNumber)
b = b->next;
else
c = c->next;
}
a = a->next;
}
cout << "No such triplet" ;
return false ;
}
int main()
{
Node* headA = NULL;
Node* headB = NULL;
Node* headC = NULL;
push (&headA, 20);
push (&headA, 4);
push (&headA, 15);
push (&headA, 10);
push (&headB, 10);
push (&headB, 9);
push (&headB, 4);
push (&headB, 2);
push (&headC, 1);
push (&headC, 2);
push (&headC, 4);
push (&headC, 8);
int givenNumber = 25;
isSumSorted (headA, headB, headC, givenNumber);
return 0;
}
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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!