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

  1. 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.
  2. 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.
    To implement this, follow these detailed steps in the pseudocode.

    Detailed Steps in Pseudocode

  3. Start with a function
    isSameTree
    that takes the roots of two binary trees,
    p
    and
    q
    .
  4. If both
    p
    and
    q
    are null, return
    True
    because both trees are empty and thus identical.
  5. If either
    p
    or
    q
    is null (but not both), return
    False
    because one tree has a node where the other does not.
  6. If the values of the current nodes of
    p
    and
    q
    are not equal, return
    False
    because corresponding nodes have different values.
  7. Recursively call
    isSameTree
    for the left children of
    p
    and
    q
    , and store the result.
  8. Recursively call
    isSameTree
    for the right children of
    p
    and
    q
    , and store the result.
  9. Return the logical
    AND
    of the results from steps 5 and 6 since both left and right subtrees must be identical.
Here is the pseudocode with comments for clarity:
                                            
# 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.