Junior — Middle
Can you explain the concept of symmetry in the context of algorithms or data structures?
sobes.tech AI
Answer from AI
In the context of algorithms and data structures, symmetry usually means that a structure or algorithm possesses a property of reflection or equality under certain transformations. For example, in binary trees, a symmetric tree is one that is a mirror reflection of itself with respect to the root.
Example: checking whether a binary tree is symmetric (mirror):
public boolean isSymmetric(TreeNode root) {
return root == null || isMirror(root.left, root.right);
}
private boolean isMirror(TreeNode t1, TreeNode t2) {
if (t1 == null && t2 == null) return true;
if (t1 == null || t2 == null) return false;
return (t1.val == t2.val)
&& isMirror(t1.left, t2.right)
&& isMirror(t1.right, t2.left);
}
Here, symmetry means that the left subtree is a mirror reflection of the right. In algorithms, symmetry can be used for optimization, simplifying logic, or verifying data correctness.