Complete vs full vs perfect binary trees in Data Structures Theory - Quick Revision & Key Differences

Recall & Review

beginner

What is a complete binary tree?

A complete binary tree is a tree where all levels are fully filled except possibly the last level, which is filled from left to right without gaps.

beginner

Define a full binary tree.

A full binary tree is a tree where every node has either 0 or 2 children. No node has only one child.

intermediate

What makes a binary tree perfect?

A perfect binary tree is both full and complete. All internal nodes have two children, and all leaf nodes are at the same level.

intermediate

How does a complete binary tree differ from a full binary tree?

A complete binary tree can have nodes with one child only at the last level, while a full binary tree does not allow any node to have only one child.

intermediate

Why is a perfect binary tree considered the most balanced?

Because all levels are fully filled and all leaves are at the same depth, making the tree symmetrical and balanced in height.

Which binary tree has all levels fully filled except possibly the last, which is filled from left to right?

A Full binary tree

B None of the above

C Perfect binary tree

D Complete binary tree

A complete binary tree fills all levels fully except possibly the last, which is filled from left to right.

In which binary tree does every node have either 0 or 2 children?

A Perfect binary tree

B Complete binary tree

C Full binary tree

D Skewed binary tree

A full binary tree requires every node to have either zero or two children.

Which binary tree is both full and complete with all leaves at the same level?

A Perfect binary tree

B Full binary tree

C Complete binary tree

D Balanced binary tree

A perfect binary tree is both full and complete, with all leaves at the same depth.

Can a complete binary tree have nodes with only one child?

A Yes, at any level

B Yes, but only at the last level

C No, never

D Only if it is also full

A complete binary tree can have nodes with one child only at the last level, filled from left to right.

Which property makes a perfect binary tree balanced?

A Both B and C

B All leaves are at the same level

C All levels are fully filled

D All nodes have two children

A perfect binary tree is balanced because all levels are fully filled and all leaves are at the same level.

Explain the differences between complete, full, and perfect binary trees.

Think about how nodes are arranged and how many children they have.

Why is a perfect binary tree considered more balanced than a complete or full binary tree?

Consider the shape and height of the tree.

Practice

1. Which of the following best describes a full binary tree?

easy

A. All levels are completely filled, including the last level.

B. Every node has either 0 or 2 children, no nodes have only one child.

C. All leaves are at the same level and every internal node has two children.

D. Nodes at the last level are as far right as possible.

Solution

1. Step 1: Understand the definition of a full binary tree

   A full binary tree is defined as a tree where every node has either zero or two children, meaning no node has only one child.

2. Step 2: Compare with other tree types

   Complete binary trees focus on filling levels left to right, and perfect binary trees are both full and complete with all leaves at the same level.

3. Final Answer:

   Every node has either 0 or 2 children, no nodes have only one child. -> Option B

4. Quick Check:

   Full binary tree = nodes have 0 or 2 children [OK]

Hint: Full means nodes have 0 or 2 children only [OK]

Common Mistakes:

• Confusing full with complete trees
• Thinking full means all levels filled
• Assuming nodes can have one child

2. Which property must a perfect binary tree always satisfy?

easy

A. All levels except the last are completely filled, and last level nodes are left aligned.

B. Nodes at the last level can be anywhere, not necessarily left aligned.

C. Every node has at most one child.

D. Every node has either 0 or 2 children, and all leaves are at the same level.

Solution

1. Step 1: Recall the definition of a perfect binary tree

   A perfect binary tree is both full and complete, meaning every node has 0 or 2 children and all leaves are at the same level.

2. Step 2: Eliminate incorrect options

   All levels except the last are completely filled, and last level nodes are left aligned. describes a complete tree, not necessarily perfect. Nodes at the last level can be anywhere, not necessarily left aligned. contradicts the left alignment rule. Every node has at most one child. is incorrect as perfect trees have nodes with two children.

3. Final Answer:

   Every node has either 0 or 2 children, and all leaves are at the same level. -> Option D

4. Quick Check:

   Perfect tree = full + all leaves same level [OK]

Hint: Perfect = full + all leaves at same level [OK]

Common Mistakes:

• Mixing complete and perfect tree definitions
• Ignoring leaf level uniformity
• Assuming last level nodes can be scattered

3. Consider the following binary tree structure:

       A
      / \
     B   C
    / 
   D 

Which type of binary tree is this?

medium

A. Complete binary tree

B. Full binary tree

C. Perfect binary tree

D. None of the above

Solution

1. Step 1: Analyze the tree structure

   The tree has root A with two children B and C. Node B has one child D. Node C has no children.

2. Step 2: Check properties against tree types

   Node B has exactly one child, so it is not full (full requires every node has 0 or 2 children). Levels 0 and 1 are completely filled; level 2 has D as far left as possible: complete. Leaves C (level 1) and D (level 2) not same level: not perfect.

3. Final Answer:

   Complete binary tree -> Option A

4. Quick Check:

   Last level left aligned but not full = complete tree [OK]

Hint: Complete trees fill left to right, full requires 0 or 2 children [OK]

Common Mistakes:

• Assuming missing right child means not complete
• Confusing full with complete
• Thinking perfect applies without full and complete

4. Identify the error in the following statement:
A perfect binary tree can have nodes with only one child.

medium

A. Incorrect, perfect trees require all internal nodes to have two children.

B. Correct statement, perfect trees allow one child nodes.

C. Incorrect, perfect trees only require last level to be full.

D. Correct, as long as the tree is complete.

Solution

1. Step 1: Understand perfect binary tree requirements

   Perfect binary trees are both full and complete, meaning every internal node must have exactly two children.

2. Step 2: Evaluate the statement

   The statement claims nodes can have only one child, which contradicts the full tree property required for perfect trees.

3. Final Answer:

   Incorrect, perfect trees require all internal nodes to have two children. -> Option A

4. Quick Check:

   Perfect tree = no single-child nodes [OK]

Hint: Perfect trees never have single-child nodes [OK]

Common Mistakes:

• Confusing complete with perfect tree rules
• Thinking one child allowed if tree is complete
• Ignoring full tree property in perfect trees

5. You have a binary tree with 15 nodes. It is known to be a perfect binary tree. How many leaf nodes does it have?

hard

A. 7

B. 16

C. 8

D. 15

Solution

1. Step 1: Recall leaf count formula for perfect binary trees

   In a perfect binary tree, the number of leaf nodes is (n + 1) / 2, where n is the total number of nodes.

2. Step 2: Calculate leaf nodes for 15 nodes

   Using the formula: (15 + 1) / 2 = 16 / 2 = 8 leaf nodes.

3. Final Answer:

   8 -> Option C

4. Quick Check:

   Leaf nodes = (total nodes + 1) / 2 = 8 [OK]

Hint: Perfect tree leaves = (nodes + 1) / 2 [OK]

Common Mistakes:

• Using total nodes as leaf count
• Confusing full and perfect tree leaf counts
• Forgetting leaf count formula