Recursion on Arrays and Strings in DSA C - Time & Space Complexity

Time Complexity: Recursion on Arrays and Strings

O(n)

Understanding Time Complexity

When using recursion on arrays or strings, we want to know how the time needed grows as the input gets bigger.

We ask: How many steps does the recursion take as the array or string length increases?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

int sumArray(int arr[], int n) {
    if (n == 0) {
        return 0;
    }
    return arr[n - 1] + sumArray(arr, n - 1);
}
    

This function adds all elements of an array by calling itself with a smaller size each time.

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Recursive call reducing array size by one each time.
• How many times: Exactly n times, where n is the array length.

How Execution Grows With Input

Each recursive call does one addition and calls itself with one less element.

Input Size (n)	Approx. Operations
10	10 additions and 10 calls
100	100 additions and 100 calls
1000	1000 additions and 1000 calls

Pattern observation: Operations grow directly with input size; doubling input doubles work.

Final Time Complexity

Time Complexity: O(n)

This means the time to complete grows in a straight line with the size of the array or string.

Common Mistake

[X] Wrong: "Recursion is always slower and more complex than loops."

[OK] Correct: Recursion here simply replaces a loop doing the same work; both have similar time complexity.

Interview Connect

Understanding recursion time helps you explain your solutions clearly and choose the best approach confidently.

Self-Check

"What if we changed the recursion to process two elements per call instead of one? How would the time complexity change?"

Practice

1. What does recursion mean when applied to arrays or strings?

easy

A. A function calls itself to solve smaller parts of the problem

B. A loop runs through all elements once

C. The array or string is sorted automatically

D. The data is copied to a new array or string

Solution

1. Step 1: Understand recursion concept

   Recursion means a function calls itself to break down a problem into smaller parts.

2. Step 2: Apply to arrays or strings

   For arrays or strings, recursion processes one element and then calls itself on the rest.

3. Final Answer:

   A function calls itself to solve smaller parts of the problem -> Option A

4. Quick Check:

   Recursion = function calls itself [OK]

Hint: Recursion always involves a function calling itself [OK]

Common Mistakes:

• Confusing recursion with loops
• Thinking recursion sorts data automatically
• Believing recursion copies data

2. Which of the following is the correct base case for a recursive function that processes a string?

easy

A. if (length < 0) return;

B. if (length == 0) return;

C. if (string == NULL) continue;

D. if (length > 0) return;

Solution

1. Step 1: Identify base case role

   The base case stops recursion when no more characters remain, usually length 0.

2. Step 2: Check options for correct base case

   if (length == 0) return; correctly returns when length is 0, stopping recursion safely.

3. Final Answer:

   if (length == 0) return; -> Option B

4. Quick Check:

   Base case stops recursion at empty string [OK]

Hint: Base case usually checks for empty string or zero length [OK]

Common Mistakes:

• Using incorrect base case conditions
• Using continue instead of return
• Checking for negative length which is invalid

3. What is the output of this C code?

void printReverse(char *str) {
  if (*str == '\0') return;
  printReverse(str + 1);
  printf("%c", *str);
}

int main() {
  char s[] = "abc";
  printReverse(s);
  return 0;
}

medium

A. cba

B. abc

C. Syntax error

D. No output

Solution

1. Step 1: Understand recursion flow

   The function calls itself moving forward in the string until it hits '\0' (end).

2. Step 2: Print characters on return

   After reaching end, it prints characters backward as recursion unwinds: 'c', 'b', 'a'.

3. Final Answer:

   cba -> Option A

4. Quick Check:

   Recursion prints string in reverse [OK]

Hint: Recursion with print after call reverses output [OK]

Common Mistakes:

• Expecting normal order output
• Confusing base case with print order
• Thinking code has syntax errors

4. Find the error in this recursive function that counts characters in a string:

int countChars(char *str) {
  if (*str == '\0')
    return 0;
  return 1 + countChars(str);
}

medium

A. Missing base case

B. Return type should be void

C. Recursive call does not move forward in string

D. Should use while loop instead

Solution

1. Step 1: Check base case correctness

   Base case correctly returns 0 when string ends.

2. Step 2: Analyze recursive call

   Recursive call uses same pointer 'str' without moving forward, causing infinite recursion.

3. Final Answer:

   Recursive call does not move forward in string -> Option C

4. Quick Check:

   Pointer must advance in recursion [OK]

Hint: Always move pointer forward in recursive calls on strings [OK]

Common Mistakes:

• Forgetting to advance pointer
• Changing return type unnecessarily
• Replacing recursion with loops without reason

5. You want to write a recursive function to check if a string is a palindrome (reads same forward and backward). Which approach is best?

hard

A. Count characters recursively and check if count is even

B. Reverse the string using recursion and compare with original

C. Use recursion to sort the string and compare with original

D. Compare first and last characters, then recurse on substring excluding them

Solution

1. Step 1: Understand palindrome check logic

   Palindrome means first and last characters must match, then check inside substring.

2. Step 2: Apply recursion on substring

   Recursively check smaller substring by removing first and last characters each time.

3. Final Answer:

   Compare first and last characters, then recurse on substring excluding them -> Option D

4. Quick Check:

   Check ends and recurse inside for palindrome [OK]

Hint: Check ends match, then recurse inside substring [OK]

Common Mistakes:

• Reversing string unnecessarily
• Counting characters instead of comparing ends
• Sorting string which changes order