14. Add Two Numbers
mediumAsked at SoFiAdd two numbers represented by linked lists in reverse order — SoFi loves this because manual carry propagation is identical to multi-period loan amortization with monthly carry-overs.
By Alex Chen, Founder, InterviewChamp.AI · Last verified
Problem
You are given two non-empty linked lists representing two non-negative integers. The digits are stored in reverse order, and each node contains a single digit. Add the two numbers and return the sum as a linked list.
Constraints
Number of nodes in each list is in range [1, 100]0 <= Node.val <= 9Numbers do not contain leading zeros except for 0 itself
Examples
Example 1
l1 = [2,4,3], l2 = [5,6,4][7,0,8]Example 2
l1 = [0], l2 = [0][0]Approaches
1. Convert to integers
Read both linked lists to arrays, parse as integers, add, then write digits back — fails on big numbers.
- Time
- O(n)
- Space
- O(n)
function addTwoNumbers(l1, l2) {
const read = l => { let s=''; while(l){ s=l.val+s; l=l.next;} return BigInt(s||'0'); };
let sum = (read(l1) + read(l2)).toString();
let head = null;
for (const d of sum) head = { val: +d, next: head };
return head;
}Tradeoff:
2. Digit-by-digit with carry
Walk both lists simultaneously, summing digits plus carry, allocating a new node for each digit. Continue while either list has nodes or carry remains.
- Time
- O(max(m,n))
- Space
- O(max(m,n))
function addTwoNumbers(l1, l2) {
const dummy = { val: 0, next: null };
let cur = dummy, carry = 0;
while (l1 || l2 || carry) {
const sum = (l1?.val || 0) + (l2?.val || 0) + carry;
carry = Math.floor(sum / 10);
cur.next = { val: sum % 10, next: null };
cur = cur.next;
l1 = l1?.next;
l2 = l2?.next;
}
return dummy.next;
}Tradeoff:
SoFi-specific tips
SoFi specifically grades for carry-propagation correctness — interest accrual carries cents between billing periods, and a one-cent rounding error in production = compliance headache.
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