What are the Misunderstandings about Red-Black Tree Properties?

In summary, the requirements for a red-black tree include having all leaves be black, the root node being black, both child nodes of a red node being black, and the tree being balanced. The color of non-leaf nodes cannot be chosen at random, as it must follow these rules. The properties of a red-black tree should not be confused with the properties of a binary search tree.
  • #1
Joseph1739
33
0
I don't understand the requirements for a red-black tree.
Using this photo:
https://upload.wikimedia.org/wikipedia/commons/6/66/Red-black_tree_example.svg

One of the 5 required properties is that all leaves are black.
A leaf is a node without a child, so that would only be 11 and 15 two links down from the root. So why is 1 and 25 black? They clearly have a child, so they are not leaves. Similarly, why is 6, 22, and 27 not black. They don't have children so they should be black.
 
Technology news on Phys.org
  • #2
That all leaves are black does not imply that all black nodes are leaves.

6, 22, and 27 do have child nodes, which are leaves marked NIL. Whether a given red-black tree has explicit leaves does not affect their role in balancing the tree.
 
  • #3
Integrand said:
That all leaves are black does not imply that all black nodes are leaves.

6, 22, and 27 do have child nodes, which are leaves marked NIL. Whether a given red-black tree has explicit leaves does not affect their role in balancing the tree.
So if a node is not a leaf, then the color can be chosen at random?
 
  • #4
Joseph1739 said:
I don't understand the requirements for a red-black tree.
Using this photo:
https://upload.wikimedia.org/wikipedia/commons/6/66/Red-black_tree_example.svg

One of the 5 required properties is that all leaves are black.
A leaf is a node without a child, so that would only be 11 and 15 two links down from the root. So why is 1 and 25 black? They clearly have a child, so they are not leaves. Similarly, why is 6, 22, and 27 not black. They don't have children so they should be black.
What are the other rules?
 
  • #5
Joseph1739 said:
One of the 5 required properties is that all leaves are black.
That all leaf nodes are black says something quite different than all black nodes are leaves. You apparently misread that property as the latter.

A leaf is a node without a child, so that would only be 11 and 15 two links down from the root. So why is 1 and 25 black? They clearly have a child, so they are not leaves. Similarly, why is 6, 22, and 27 not black. They don't have children so they should be black.
A leaf node in a binary search tree contains no data and has no children. The black nodes that contain 11 and 15, along with the red nodes that contain 6, 22, and 27 are not leaf nodes. Each of those nodes contains data (11, 15, 6, 22, and 27, respectively) and each has two children (all of which are leaf nodes).
Joseph1739 said:
So if a node is not a leaf, then the color can be chosen at random?
You need to look at the other properties. The root node is black, so it's color cannot be chosen at random. Both child nodes of a red node must be black, so the colors of those child nodes cannot be chosen at random. Finally, there's the balancing rule. Just because a tree obeys the basic properties of a binary search tree and first four properties of a red-black tree does not necessarily mean that it is a red-black tree.
 

1. What are the properties of a red-black tree?

A red-black tree is a type of self-balancing binary search tree that has the following properties:
- Every node is either red or black.
- The root node is always black.
- Every leaf (NULL) is black.
- If a node is red, then both its children are black.
- Every simple path from a node to its descendant leaf contains the same number of black nodes.

2. Why is the root node always black in a red-black tree?

The root node is always black in a red-black tree to ensure that the tree remains balanced. If the root node were red, it would violate the property that every simple path from a node to its descendant leaf contains the same number of black nodes. By making the root node black, we guarantee that the longest possible path in the tree (from the root to a leaf) will have the same number of black nodes as any other path in the tree.

3. Can a red-black tree have a duplicate key?

Yes, a red-black tree can have duplicate keys. However, each node in a red-black tree also stores a value, so the duplicate keys may have different associated values. This allows for efficient retrieval of data associated with a specific key.

4. How are nodes inserted and deleted in a red-black tree?

To insert a node in a red-black tree, it is first inserted as a normal binary search tree node. Then, the tree is rebalanced by recoloring nodes and performing rotations if necessary to maintain the red-black tree properties.

To delete a node in a red-black tree, the node is removed as in a normal binary search tree. If the deleted node was black, the tree may become unbalanced, so the tree is rebalanced by recoloring nodes and performing rotations if necessary.

5. What is the time complexity of operations on a red-black tree?

The time complexity of search, insertion, and deletion in a red-black tree is O(log n), where n is the number of nodes in the tree. This is because red-black trees are self-balancing, ensuring that the height of the tree is always logarithmic.

Similar threads

  • Programming and Computer Science
Replies
1
Views
2K
  • Programming and Computer Science
Replies
1
Views
2K
  • Programming and Computer Science
Replies
1
Views
1K
  • Engineering and Comp Sci Homework Help
Replies
1
Views
2K
  • Programming and Computer Science
Replies
2
Views
2K
  • Programming and Computer Science
Replies
19
Views
976
  • Programming and Computer Science
Replies
6
Views
1K
Replies
1
Views
2K
Replies
13
Views
2K
  • Engineering and Comp Sci Homework Help
Replies
2
Views
5K
Back
Top