Reverse String II in Java with O(n^2) Time Complexity


Given a string, write a function that reverses that string without using built-in functions or libraries.

Example:

Input:  "hello"

Output: "olleh"

Note:

Your algorithm should run in O(n^2) time and use O(n) extra space.


Problem Definition

In this problem, we are required to reverse a given string without using any built-in functions or libraries. The input is a single string, and the output should be the reversed version of that string.

Input:

Output:

Constraints:

Example:

Input: "hello"
Output: "olleh"

Understanding the Problem

The core challenge of this problem is to reverse a string without using any built-in functions or libraries. This means we need to manually manipulate the characters in the string to achieve the desired result.

Reversing a string is a common problem with applications in various fields such as data processing, text manipulation, and algorithms. A potential pitfall is to assume that we can use built-in functions like StringBuilder.reverse() in Java, which is not allowed in this problem.

Approach

To solve this problem, we need to think about how to manually reverse the characters in the string. A naive solution would involve swapping characters from the beginning and end of the string until we reach the middle. However, this approach would typically run in O(n) time complexity, which does not meet the problem's requirement of O(n^2) time complexity.

To achieve the required O(n^2) time complexity, we can use a different approach. We can create a new character array and repeatedly append characters from the end of the original string to the beginning of the new array. This approach will involve nested loops, resulting in the desired time complexity.

Naive Solution

The naive solution involves swapping characters from the beginning and end of the string until we reach the middle. This approach is not optimal for this problem as it runs in O(n) time complexity.

Optimized Solution

To meet the O(n^2) time complexity requirement, we can use a nested loop approach. We will create a new character array and repeatedly append characters from the end of the original string to the beginning of the new array.

Algorithm

Here is a step-by-step breakdown of the optimized algorithm:

  1. Create a new character array of the same length as the input string.
  2. Use a nested loop to append characters from the end of the original string to the beginning of the new array.
  3. Convert the character array back to a string and return the result.

Code Implementation


public class ReverseString {
    public static String reverse(String s) {
        // Create a new character array of the same length as the input string
        char[] reversed = new char[s.length()];
        
        // Use a nested loop to append characters from the end of the original string
        for (int i = 0; i < s.length(); i++) {
            for (int j = 0; j <= i; j++) {
                reversed[j] = s.charAt(s.length() - 1 - j);
            }
        }
        
        // Convert the character array back to a string and return the result
        return new String(reversed);
    }

    public static void main(String[] args) {
        String input = "hello";
        String output = reverse(input);
        System.out.println(output); // Output: "olleh"
    }
}

Complexity Analysis

The time complexity of the optimized solution is O(n^2) due to the nested loops. The space complexity is O(n) because we are using an additional character array of the same length as the input string.

Edge Cases

Potential edge cases include:

Examples of Edge Cases:

Input: ""
Output: ""

Input: "a"
Output: "a"

Input: "a b c"
Output: "c b a"

Testing

To test the solution comprehensively, we should include a variety of test cases, from simple to complex. Here are some examples:

Thinking and Problem-Solving Tips

When approaching such problems, it is important to:

Conclusion

In this blog post, we discussed how to reverse a string without using built-in functions or libraries. We explored the problem definition, understood the core challenge, and discussed different approaches to solve the problem. We provided a detailed algorithm and code implementation in Java, along with complexity analysis and edge cases. Finally, we offered tips on how to approach and think about such problems.

Understanding and solving such problems is important for developing strong problem-solving skills and improving algorithmic thinking. We encourage readers to practice and explore further to enhance their skills.

Additional Resources

For further reading and practice problems related to string manipulation and algorithms, consider the following resources: