Same Tree
To solve this coding challenge, you need to verify whether two binary trees are structurally identical and have identical node values. Essentially, this means that for every corresponding node in both trees, the subtree structure and the node values must be the same.
Here is a detailed explanation of how to approach solving this problem:
Explanation
- Base Cases :
- If both tree nodes are null (i.e., they both reach a leaf at the same time), then they are identical up to this point.
- If one tree node is null and the other isn't, then the trees are not identical because a node exists in one tree but not the other.
- If both nodes are not null but their values are different, then the trees are not identical because corresponding nodes must have the same value.
- Recursive Check :
- If the values of the current nodes in both trees are the same, you then recursively check their left children and right children.
- The trees are the same if and only if their left subtrees and right subtrees are identical.
-
Start with a function
that takes the roots of two binary trees,
isSameTreeandp.q -
If both
and
pare null, returnqbecause both trees are empty and thus identical.True -
If either
or
pis null (but not both), returnqbecause one tree has a node where the other does not.False -
If the values of the current nodes of
and
pare not equal, returnqbecause corresponding nodes have different values.False -
Recursively call
for the left children of
isSameTreeandp, and store the result.q -
Recursively call
for the right children of
isSameTreeandp, and store the result.q -
Return the logical
of the results from steps 5 and 6 since both left and right subtrees must be identical.
AND
Detailed Steps in Pseudocode
# Function to determine if two trees are the same
function isSameTree(TreeNode p, TreeNode q):
# Base case: both are null
if p is null and q is null:
return True
# Base case: one is null, the other is not
if p is null or q is null:
return False
# Node values differ
if p.value != q.value:
return False
# Recursively check left subtrees
leftSame = isSameTree(p.left, q.left)
# Recursively check right subtrees
rightSame = isSameTree(p.right, q.right)
# Both left and right subtrees must be identical
return leftSame and rightSame
By following these steps, you systematically ensure that both binary trees are traversed simultaneously. At each step, the function ensures that corresponding nodes are equivalent in terms of structure and value, thereby confirming whether the trees are identical as per the defined criteria.