Tower of Hanoi Problem in DSA Typescript - Time & Space Complexity

Time Complexity: Tower of Hanoi Problem

O(2^n)

Understanding Time Complexity

We want to understand how the time needed to solve the Tower of Hanoi grows as we add more disks.

The question is: How does the number of moves increase when the number of disks increases?

Scenario Under Consideration

Analyze the time complexity of the recursive Tower of Hanoi function below.

function towerOfHanoi(n: number, from: string, to: string, aux: string): void {
  if (n === 1) {
    console.log(`Move disk 1 from ${from} to ${to}`);
    return;
  }
  towerOfHanoi(n - 1, from, aux, to);
  console.log(`Move disk ${n} from ${from} to ${to}`);
  towerOfHanoi(n - 1, aux, to, from);
}
    

This code moves n disks from one peg to another using recursion and an auxiliary peg.

Identify Repeating Operations

Look at what repeats in the code:

• Primary operation: Recursive calls that move smaller stacks of disks.
• How many times: Each call makes two smaller recursive calls plus one move operation.

How Execution Grows With Input

When we add one more disk, the number of moves roughly doubles and then adds one more move.

Input Size (n)	Approx. Operations (Moves)
1	1
2	3
3	7
4	15
5	31

Pattern observation: The moves grow exponentially, doubling each time plus one extra move.

Final Time Complexity

Time Complexity: O(2^n)

This means the time needed doubles with each additional disk, growing very fast as n increases.

Common Mistake

[X] Wrong: "The time grows linearly because we just move each disk once."

[OK] Correct: Each disk move depends on moving smaller stacks multiple times, so moves multiply, not just add up.

Interview Connect

Understanding this problem helps you think about recursion and exponential growth, which are common in many coding challenges.

Self-Check

"What if we changed the problem to move disks iteratively instead of recursively? How would the time complexity change?"

Practice

1. What is the minimum number of moves required to solve the Tower of Hanoi problem with 3 disks?

easy

A. 6

B. 7

C. 8

D. 9

Solution

1. Step 1: Understand the formula for minimum moves

   The minimum moves required for n disks is 2^n - 1.

2. Step 2: Calculate for 3 disks

   For 3 disks, minimum moves = 2^3 - 1 = 8 - 1 = 7.

3. Final Answer:

   7 -> Option B

4. Quick Check:

   2^3 - 1 = 7 [OK]

Hint: Use formula 2^n - 1 for minimum moves [OK]

Common Mistakes:

• Forgetting to subtract 1
• Using n instead of 2^n
• Confusing moves with disks

2. Which of the following is the correct TypeScript function signature for solving Tower of Hanoi recursively?

easy

A. function towerOfHanoi(n: number, from: string, to: string, aux: string): void

B. function towerOfHanoi(n: string, from: number, to: number, aux: number): number

C. function towerOfHanoi(n: number, from: number, to: number): void

D. function towerOfHanoi(n: number): string

Solution

1. Step 1: Identify parameters needed for Tower of Hanoi

   We need number of disks (number), source peg (string), destination peg (string), and auxiliary peg (string).

2. Step 2: Match with function signature

   function towerOfHanoi(n: number, from: string, to: string, aux: string): void matches all parameters with correct types and returns void as it prints moves.

3. Final Answer:

   function towerOfHanoi(n: number, from: string, to: string, aux: string): void -> Option A

4. Quick Check:

   Correct parameters and return type [OK]

Hint: Check parameter types and count carefully [OK]

Common Mistakes:

• Using wrong parameter types
• Missing auxiliary peg parameter
• Wrong return type

3. What will be the output of the following TypeScript code snippet for Tower of Hanoi with 2 disks?

function towerOfHanoi(n: number, from: string, to: string, aux: string): void {
  if (n === 1) {
    console.log(`Move disk 1 from ${from} to ${to}`);
    return;
  }
  towerOfHanoi(n - 1, from, aux, to);
  console.log(`Move disk ${n} from ${from} to ${to}`);
  towerOfHanoi(n - 1, aux, to, from);
}
towerOfHanoi(2, 'A', 'C', 'B');

medium

A. Move disk 1 from A to C
Move disk 2 from A to B
Move disk 1 from C to B

B. Move disk 2 from A to B
Move disk 1 from A to C
Move disk 2 from B to C

C. Move disk 1 from B to C
Move disk 2 from A to C
Move disk 1 from A to B

D. Move disk 1 from A to B
Move disk 2 from A to C
Move disk 1 from B to C

Solution

1. Step 1: Trace first recursive call with n=2

   Call towerOfHanoi(1, 'A', 'B', 'C') prints "Move disk 1 from A to B".

2. Step 2: Print move for disk 2

   Prints "Move disk 2 from A to C".

3. Step 3: Trace second recursive call with n=1

   Call towerOfHanoi(1, 'B', 'C', 'A') prints "Move disk 1 from B to C".

4. Final Answer:

   Move disk 1 from A to B Move disk 2 from A to C Move disk 1 from B to C -> Option D

5. Quick Check:

   Follow recursion steps carefully [OK]

Hint: Follow recursion calls step-by-step [OK]

Common Mistakes:

• Mixing source and auxiliary pegs
• Printing moves in wrong order
• Confusing disk numbers

4. Identify the error in this Tower of Hanoi TypeScript function and select the fix:

function towerOfHanoi(n: number, from: string, to: string, aux: string): void {
  if (n === 0) {
    console.log(`Move disk 1 from ${from} to ${to}`);
    return;
  }
  towerOfHanoi(n - 1, from, aux, to);
  console.log(`Move disk ${n} from ${from} to ${to}`);
  towerOfHanoi(n - 1, aux, to, from);
}

medium

A. Change base case to if (n === 1) and print move for disk 1

B. Change base case to if (n === 0) and remove print statement

C. Remove recursive calls and only print moves

D. Change print statement to print disk 0

Solution

1. Step 1: Analyze base case condition

   Base case should be when n equals 1, not 0, because disk numbering starts at 1.

2. Step 2: Fix base case and print statement

   Change if (n === 0) to if (n === 1) and print move for disk 1.

3. Final Answer:

   Change base case to if (n === 1) and print move for disk 1 -> Option A

4. Quick Check:

   Base case must handle smallest disk [OK]

Hint: Base case is n === 1, not zero [OK]

Common Mistakes:

• Using n === 0 as base case
• Printing move for disk 1 in wrong place
• Skipping base case

5. You want to solve Tower of Hanoi for 4 disks but only print moves where disk 1 is moved. Which modification to the recursive function is correct?

hard

A. Print all moves and filter disk 1 moves after recursion

B. Remove all recursive calls except for n=1

C. Add condition to print only if disk number is 1 inside the print statement

D. Change base case to n=2 and print only disk 1 moves

Solution

1. Step 1: Understand requirement to print only disk 1 moves

   We must keep recursion intact but print moves only when disk number is 1.

2. Step 2: Modify print statement with condition

   Add if (n === 1) before printing move to filter only disk 1 moves.

3. Final Answer:

   Add condition to print only if disk number is 1 inside the print statement -> Option C

4. Quick Check:

   Filter print, keep recursion [OK]

Hint: Use if condition inside print to filter moves [OK]

Common Mistakes:

• Removing recursive calls breaks solution
• Filtering moves after recursion wastes time
• Changing base case incorrectly