Why Intersection Point of Two Linked Lists in DSA Go?

The Big Idea

Discover the clever trick that finds where two linked lists meet without checking every node!

The Scenario

Imagine you have two long chains of paper clips, and you want to find the exact clip where they join together. If you try to check each clip one by one by hand, it will take a lot of time and you might lose track.

The Problem

Manually comparing each clip from the start of both chains is slow and confusing. You might check the same clips multiple times or miss the joining point, especially if the chains are very long.

The Solution

Using the concept of finding the intersection point in linked lists lets you quickly find where two chains meet without checking every clip repeatedly. It uses a smart way to align both chains and find the join point efficiently.

Before vs After

✗ Before

for pa := headA; pa != nil; pa = pa.Next {
  for pb := headB; pb != nil; pb = pb.Next {
    if pa == pb {
      return pa
    }
  }
}

✓ After

func getIntersectionNode(headA, headB *ListNode) *ListNode {
  pointerA, pointerB := headA, headB
  for pointerA != pointerB {
    if pointerA == nil {
      pointerA = headB
    } else {
      pointerA = pointerA.Next
    }
    if pointerB == nil {
      pointerB = headA
    } else {
      pointerB = pointerB.Next
    }
  }
  return pointerA
}

What It Enables

This concept enables you to find the exact joining point of two linked lists quickly and reliably, even if they are very long.

Real Life Example

Think of two roads merging into one highway. Finding the exact point where they merge helps in traffic management and navigation systems.

Key Takeaways

Manual checking is slow and error-prone.

Using pointers to traverse both lists smartly finds the intersection.

This method works efficiently even for long lists.

Practice

1. What does the term intersection point mean in the context of two singly linked lists?

easy

A. The last node of the shorter linked list.

B. The node where the values of both lists are equal but references differ.

C. The first node of the longer linked list.

D. The node where both linked lists share the same reference, meaning they merge.

Solution

1. Step 1: Understand linked list nodes and references

   Each node in a linked list has a reference (pointer) to the next node. Two lists intersect if they share the same node reference at some point.

2. Step 2: Define intersection point

   The intersection point is the node where both lists merge and continue as one, sharing the same reference.

3. Final Answer:

   The node where both linked lists share the same reference, meaning they merge. -> Option D

4. Quick Check:

   Intersection means shared node reference [OK]

Hint: Intersection means same node reference, not just same value [OK]

Common Mistakes:

• Confusing same value with same reference
• Thinking intersection is at the start of lists
• Assuming intersection means equal length

2. Which of the following Go function signatures correctly represents a function to find the intersection point of two singly linked lists?

easy

A. func getIntersectionNode(headA ListNode, headB *ListNode) *ListNode

B. func getIntersectionNode(headA ListNode, headB ListNode) ListNode

C. func getIntersectionNode(headA *ListNode, headB *ListNode) *ListNode

D. func getIntersectionNode(headA *ListNode, headB *ListNode) int

Solution

1. Step 1: Understand Go pointer usage for linked lists

   Linked list nodes are usually handled via pointers to allow traversal and modification. So parameters should be pointers.

2. Step 2: Check return type for intersection node

   The function should return a pointer to the intersecting node or nil if none, so return type is *ListNode.

3. Final Answer:

   func getIntersectionNode(headA *ListNode, headB *ListNode) *ListNode -> Option C

4. Quick Check:

   Use pointers for nodes and return pointer [OK]

Hint: Use pointers for linked list nodes in Go function signatures [OK]

Common Mistakes:

• Passing nodes by value instead of pointer
• Returning wrong type like int instead of node pointer
• Mixing pointer and non-pointer parameters

3. Given the following Go code snippet, what will be printed?

type ListNode struct {
    Val  int
    Next *ListNode
}

func main() {
    common := &ListNode{Val: 8, Next: &ListNode{Val: 10, Next: nil}}
    listA := &ListNode{Val: 3, Next: &ListNode{Val: 7, Next: common}}
    listB := &ListNode{Val: 99, Next: &ListNode{Val: 1, Next: common}}

    intersection := getIntersectionNode(listA, listB)
    if intersection != nil {
        fmt.Println(intersection.Val)
    } else {
        fmt.Println(-1)
    }
}

func getIntersectionNode(headA, headB *ListNode) *ListNode {
    nodes := make(map[*ListNode]bool)
    for headA != nil {
        nodes[headA] = true
        headA = headA.Next
    }
    for headB != nil {
        if nodes[headB] {
            return headB
        }
        headB = headB.Next
    }
    return nil
}

medium

A. 10

B. 8

C. -1

D. 3

Solution

1. Step 1: Understand the linked lists and common node

   listA: 3 -> 7 -> 8 -> 10 listB: 99 -> 1 -> 8 -> 10 The common node starts at value 8.

2. Step 2: Trace getIntersectionNode function

   The function stores all nodes of listA in a map. Then it checks nodes of listB. The first node in listB found in map is the intersection: node with value 8.

3. Final Answer:

   8 -> Option B

4. Quick Check:

   First shared node value = 8 [OK]

Hint: Map nodes of first list, check second list for first match [OK]

Common Mistakes:

• Printing value of last node instead of intersection
• Confusing node value with node reference
• Returning nil when intersection exists

4. The following Go function is intended to find the intersection point of two linked lists but has a bug. What is the bug?

func getIntersectionNode(headA, headB *ListNode) *ListNode {
    lengthA, lengthB := 0, 0
    currA, currB := headA, headB

    for currA != nil {
        lengthA++
        currA = currA.Next
    }
    for currB != nil {
        lengthB++
        currB = currB.Next
    }

    diff := lengthA - lengthB
    if diff < 0 {
        diff = -diff
        for i := 0; i < diff; i++ {
            headA = headA.Next
        }
    } else {
        for i := 0; i < diff; i++ {
            headB = headB.Next
        }
    }

    for headA != nil && headB != nil {
        if headA == headB {
            return headA
        }
        headA = headA.Next
        headB = headB.Next
    }
    return nil
}

medium

A. The function incorrectly advances headA when diff < 0 instead of headB.

B. The function does not handle the case when one list is empty.

C. The pointers headA and headB are advanced incorrectly when diff < 0.

D. The diff calculation should be absolute value before advancing pointers.

Solution

1. Step 1: Analyze pointer advancement logic

   If lengthA < lengthB (diff < 0), the shorter list is A, so we should advance headB to align lengths, but code advances headA incorrectly.

2. Step 2: Identify correct pointer to advance

   When diff < 0, advance headB by |diff| steps, else advance headA. The code does the opposite.

3. Final Answer:

   The function incorrectly advances headA when diff < 0 instead of headB. -> Option A

4. Quick Check:

   Advance pointer of longer list, not shorter [OK]

Hint: Advance pointer of longer list by difference in length [OK]

Common Mistakes:

• Advancing pointer of shorter list instead of longer
• Not taking absolute value of length difference
• Ignoring empty list cases

5. You have two singly linked lists that may or may not intersect. Write a Go function that returns the intersection node using the two-pointer technique without extra space. Which of the following code snippets correctly implements this approach?

hard

A. func getIntersectionNode(headA, headB *ListNode) *ListNode {
if headA == nil || headB == nil {
return nil
}
pA, pB := headA, headB
for pA != pB {
if pA == nil {
pA = headB
} else {
pA = pA.Next
}
if pB == nil {
pB = headA
} else {
pB = pB.Next
}
}
return pA
}

B. func getIntersectionNode(headA, headB *ListNode) *ListNode {
visited := make(map[*ListNode]bool)
for headA != nil {
visited[headA] = true
headA = headA.Next
}
for headB != nil {
if visited[headB] {
return headB
}
headB = headB.Next
}
return nil
}

C. func getIntersectionNode(headA, headB *ListNode) *ListNode {
lengthA, lengthB := 0, 0
currA, currB := headA, headB
for currA != nil {
lengthA++
currA = currA.Next
}
for currB != nil {
lengthB++
currB = currB.Next
}
diff := lengthA - lengthB
if diff < 0 {
diff = -diff
for i := 0; i < diff; i++ {
headA = headA.Next
}
} else {
for i := 0; i < diff; i++ {
headB = headB.Next
}
}
for headA != nil && headB != nil {
if headA == headB {
return headA
}
headA = headA.Next
headB = headB.Next
}
return nil
}

D. func getIntersectionNode(headA, headB *ListNode) *ListNode {
for headA != nil {
for headB != nil {
if headA == headB {
return headA
}
headB = headB.Next
}
headA = headA.Next
}
return nil
}

Solution

1. Step 1: Understand two-pointer technique

   Two pointers start at heads of each list. When a pointer reaches end, it switches to the other list's head. They meet at intersection or nil.

2. Step 2: Analyze code snippets

   func getIntersectionNode(headA, headB *ListNode) *ListNode { if headA == nil || headB == nil { return nil } pA, pB := headA, headB for pA != pB { if pA == nil { pA = headB } else { pA = pA.Next } if pB == nil { pB = headA } else { pB = pB.Next } } return pA } correctly implements this logic with pointer switching and loop until pointers meet. func getIntersectionNode(headA, headB *ListNode) *ListNode { visited := make(map[*ListNode]bool) for headA != nil { visited[headA] = true headA = headA.Next } for headB != nil { if visited[headB] { return headB } headB = headB.Next } return nil } uses extra space (map). func getIntersectionNode(headA, headB *ListNode) *ListNode { lengthA, lengthB := 0, 0 currA, currB := headA, headB for currA != nil { lengthA++ currA = currA.Next } for currB != nil { lengthB++ currB = currB.Next } diff := lengthA - lengthB if diff < 0 { diff = -diff for i := 0; i < diff; i++ { headA = headA.Next } } else { for i := 0; i < diff; i++ { headB = headB.Next } } for headA != nil && headB != nil { if headA == headB { return headA } headA = headA.Next headB = headB.Next } return nil } uses length difference method. func getIntersectionNode(headA, headB *ListNode) *ListNode { for headA != nil { for headB != nil { if headA == headB { return headA } headB = headB.Next } headA = headA.Next } return nil } is inefficient nested loops.

3. Final Answer:

   Option A code snippet correctly implements two-pointer technique without extra space. -> Option A

4. Quick Check:

   Two-pointer switch method = func getIntersectionNode(headA, headB *ListNode) *ListNode { if headA == nil || headB == nil { return nil } pA, pB := headA, headB for pA != pB { if pA == nil { pA = headB } else { pA = pA.Next } if pB == nil { pB = headA } else { pB = pB.Next } } return pA } [OK]

Hint: Switch pointers to other list head when reaching end [OK]

Common Mistakes:

• Using extra space instead of two-pointer method
• Not switching pointers after reaching list end
• Using nested loops causing O(n^2) time