I have implemented an AVL tree, but I have a problem.
Suppose I have following tree:
And after adding another node:
Now I must rotate node5 to left:
But after rotation, it is still unbalanced.
Where am I making a mistake?
The balance factor of a node is the difference in the heights of the left and right subtrees. The balance factor of every node in the AVL tree should be either +1, 0 or -1. In case a node is imbalanced, a rotation technique can be applied to balance it.
Balance factor of a node in an AVL tree is the difference between the height of the left subtree and that of the right subtree of that node. Balance Factor = (Height of Left Subtree - Height of Right Subtree) or (Height of Right Subtree - Height of Left Subtree)
AVL tree is a self-balancing Binary Search Tree (BST) where the difference between heights of left and right subtrees cannot be more than one for all nodes.
The presented scenario conforms to the Right-Left case from this Wikipedia description.
Your mistake is that you rotate the imbalanced node (5
) at once, without first performing a rotation of its sub-tree.
In general having P
as the unbalanced node, L
as its left sub-tree and R
as its right sub-tree the following rules should be followed at insertion:
balance(N) = Depth(Nleft) - Depth(Nright)
if (balance(P) > 1) // P is node 5 in this scenario
{
if (balance(L) < 0)
{
rotate_left(L);
}
rotate_right(P);
}
else if (balance(P) < -1) // P is node 5 in this scenario
{
if (balance(R) > 0) // R is node 11 in this scenario
{
rotate_right(R); // This case conforms to this scenario
}
rotate_left(P); // ... and of course this, after the above
}
So sometimes two rotations need to be performed, and sometimes only one.
This is nicely visualized at Wikipedia:
The top row shows situations when two rotations are needed. The middle row presents possible scenarios when one rotation is sufficient. Additional rotations transform any top-row scenario to the middle-row scenario.
In particular, for this tree:
After 7
is added:
The balance of 5
is 2
. This conforms to the scenario marked with a comment above in the pseudo-code and also to the top-row scenario (the one on the right) in the Wikipedia picture. So before 5
is left-rotated, its right sub-tree 11
needs to be right-rotated:
And it becomes:
Only now, it's the simple case (middle-row right scenario in the Wikipedia picture) to restore balance at 5
by one left-rotation:
And the tree becomes balanced again:
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