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DSA›Linked Lists›Linked List Cycle II
MediumLinked Lists

Linked List Cycle II

linked-listtwo-pointersfloyds-algorithm

Problem

Given the head of a linked list, return the node where the cycle begins. If there is no cycle, return null.

Examples

Example 1

Input: head = [3,2,0,-4], pos = 1 (tail connects to index 1)

Output: node with value 2

Explanation: The cycle begins at the node with value 2.

Example 2

Input: head = [1], pos = -1

Output: null

Explanation: No cycle.

Constraints

  • •The number of nodes is in the range [0, 10^4]
  • •-10^5 <= Node.val <= 10^5

Hints

Hint 1

First detect whether a cycle exists at all using Floyd's slow/fast pointer technique — the same approach as the basic cycle-detection problem.

Hint 2

The interesting part is what happens after slow and fast meet inside the cycle: that meeting point isn't the cycle's start, but it has an exact mathematical relationship to it.

Hint 3

Try resetting one pointer to head and moving both remaining pointers one step at a time — where do they meet?

Solutions

public ListNode detectCycleBruteForce(ListNode head) {
    Set<ListNode> visited = new HashSet<>();
    ListNode curr = head;
    while (curr != null) {
        if (!visited.add(curr)) return curr; // first node we've already seen IS the cycle's start
        curr = curr.next;
    }
    return null;
}

Time: O(n) · Space: O(n)