Understanding Deletion in Red-Black Trees

Oct 28, 2024

Lecture Notes: Deletion in Red-Black Trees

Introduction

  • Topic: Deletion and Red-Black Trees
  • Reminder: Watch the previous videos in the playlist for foundational knowledge.

Review of Red-Black Trees

  • Each node is either red or black.
  • The root and leaves (nil nodes) are black.
  • If a node is red, its children are black.
  • All paths from a node to its null descendants must contain the same number of black nodes.

Key Sections of the Lecture

  1. Transplant Method
  2. Delete Method
  3. Delete Fix-Up Method

Transplant Method

  • Purpose: Moves subtrees within the red-black tree.
  • Code Overview:
    • If U is the root:
      • Set root equal to V.
      • V's parent is set to U's parent (none).
    • If U is the left child:
      • Parent's left child is set to V.
      • V's parent is set to U's parent.
    • If U is the right child:
      • Parent's right child is set to V.
      • V's parent is set to U's parent.
  • Note: Updating V's children is the responsibility of the calling function.

Delete Method

  • Grouped into three cases:
    1. When the node to delete has a nil left child.
    2. When the right child is nil.
    3. When neither child is nil.

Case 1: Nil Left Child

  • Example: Deleting node 19 (let's call it Z).
    • Note Z's original color (black).
    • Call transplant with Z and its right child X.
    • Original color was black; call deleteFixUp with node X.

Case 2: Nil Right Child

  • Example: Adding node 1 and deleting node 5.
    • Note Z's original color and call transplant with Z and its left child X.
    • Call deleteFixUp with X because original color was black.

Case 3: Neither Child is Nil

  • Example: Deleting node 12 (Z).
    • Find minimum in Z's right child's subtree (node 13, Y).
    • Note Y's original color (black) and label Y's right child as X.
    • Call transplant with Y and X.
    • Change pointers to set Y's right child to 15 and set 15's parent to Y.
    • Call transplant again with Z and Y.
    • Fix pointers to replace Z with Y.
    • Final step: Call deleteFixUp with X to ensure proper coloring.

Conclusion

  • Covered:
    • Transplant method.
    • Three cases for delete operation.
  • Upcoming content: Delete fix-up method in the next video.
  • Additional resources: Code linked in the description for practical understanding.
  • Thank you for watching!