Tower of Hanoi Problem in DSA Rust - 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.

How does the number of moves change when the number of disks increases?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

fn tower_of_hanoi(n: u32, from: char, to: char, aux: char) {
    if n == 1 {
        println!("Move disk 1 from {} to {}", from, to);
        return;
    }
    tower_of_hanoi(n - 1, from, aux, to);
    println!("Move disk {} from {} to {}", n, from, to);
    tower_of_hanoi(n - 1, aux, to, from);
}

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

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Recursive calls that break the problem into smaller parts.
• How many times: Each call makes two smaller recursive calls plus one move operation.

How Execution Grows With Input

Each time we add a 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 we add a disk.

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 disks one by one."

[OK] Correct: Each disk move depends on moving smaller stacks multiple times, causing exponential growth, not just a simple count.

Interview Connect

Understanding this problem helps you think about recursion and exponential growth, skills useful for many algorithm challenges.

Self-Check

"What if we used iteration instead of recursion? 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. 7

B. 6

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 A

4. Quick Check:

   2^3 - 1 = 7 [OK]

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

Common Mistakes:

• Calculating 2*n - 1 instead of 2^n - 1
• Confusing number of disks with moves
• Choosing the next integer after 7

2. Which of the following Rust function signatures correctly represents the Tower of Hanoi recursive function for moving disks?

easy

A. fn tower_of_hanoi(n: i32, from: String, to: String)

B. fn tower_of_hanoi(n: u32, from: char, to: char, aux: char)

C. fn tower_of_hanoi(n: u32, from: i32, to: i32, aux: i32)

D. fn tower_of_hanoi(n: u32, from: char, to: char)

Solution

1. Step 1: Identify correct parameter types

   The function needs number of disks (u32) and three rods (chars) to represent pegs.

2. Step 2: Check function signature options

   fn tower_of_hanoi(n: u32, from: char, to: char, aux: char) uses u32 for disks and char for rods, matching common Tower of Hanoi implementations.

3. Final Answer:

   fn tower_of_hanoi(n: u32, from: char, to: char, aux: char) -> Option B

4. Quick Check:

   Correct parameter types and count [OK]

Hint: Use u32 for disks and char for rods in signature [OK]

Common Mistakes:

• Using String instead of char for rods
• Missing auxiliary rod parameter
• Using signed integer for disk count

3. What will be the output sequence of moves for the Tower of Hanoi function call tower_of_hanoi(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 A to B
Move disk 2 from A to C
Move disk 1 from B to C

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

Solution

1. Step 1: Understand the recursive steps for 2 disks

   Move disk 1 from source to auxiliary, move disk 2 from source to target, then move disk 1 from auxiliary to target.

2. Step 2: Apply to given rods

   From 'A' to 'B' (aux), then 'A' to 'C' (target), then 'B' to 'C' (target).

3. Final Answer:

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

4. Quick Check:

   Correct move order for 2 disks [OK]

Hint: For 2 disks, move small to aux, big to target, small to target [OK]

Common Mistakes:

• Swapping auxiliary and target rods
• Reversing move order
• Confusing disk numbers

4. Identify the error in this Rust Tower of Hanoi recursive function snippet:

fn tower_of_hanoi(n: u32, from: char, to: char, aux: char) {
    if n == 0 {
        return;
    }
    tower_of_hanoi(n - 1, from, to, aux);
    println!("Move disk {} from {} to {}", n, from, to);
    tower_of_hanoi(n - 1, aux, to, from);
}

medium

A. The recursive calls have incorrect rod parameters swapped

B. The println! macro syntax is incorrect

C. The function does not return any value but should return an integer

D. The base case should be n == 1, not n == 0

Solution

1. Step 1: Recall standard Tower of Hanoi recursion

   To move n disks from src to dst using aux: move n-1 src->aux using dst; move n src->dst; move n-1 aux->dst using src.

2. Step 2: Check first recursive call

   Code has tower_of_hanoi(n-1, from, to, aux); but should be tower_of_hanoi(n-1, from, aux, to); dst and aux swapped in first call.

3. Step 3: Other parts correct

   Base case n==0 fine for u32; println! syntax correct; second recursive call correct.

4. Final Answer:

   The recursive calls have incorrect rod parameters swapped -> Option A

5. Quick Check:

   First call: dst/aux swapped [OK]

Hint: Check order of rods in recursive calls carefully [OK]

Common Mistakes:

• Confusing base case condition
• Mixing up source, target, auxiliary rods
• Expecting return value in void function

5. You want to solve the Tower of Hanoi problem for 4 disks but only have 2 rods available. What is the minimum number of moves required?

hard

A. 15

B. 31

C. 7

D. Impossible to solve with 2 rods

Solution

1. Step 1: Understand Tower of Hanoi rod requirements

   The classic Tower of Hanoi problem requires 3 rods to move disks following the rules.

2. Step 2: Check if 2 rods suffice

   With only 2 rods, it is impossible to move all disks without breaking the rules (no larger disk on smaller disk).

3. Final Answer:

   Impossible to solve with 2 rods -> Option D

4. Quick Check:

   Minimum rods needed = 3 [OK]

Hint: Tower of Hanoi needs 3 rods; 2 rods can't solve it [OK]

Common Mistakes:

• Applying formula 2^n - 1 without checking rods
• Assuming fewer rods still work
• Confusing rods with disks