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Solving Leetcode Interviews in Seconds with AI: Minimum Number of Flips to Make the Binary String Alternating

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3 min read

Introduction

In this blog post, we will explore how to solve the LeetCode problem "1888" using AI. LeetCode is a popular platform for preparing for coding interviews, and with the help of AI tools like Chatmagic, we can generate solutions quickly and efficiently - helping you pass the interviews and get the job offer without having to study for months.

Problem Statement

You are given a binary string s. You are allowed to perform two types of operations on the string in any sequence: Type-1: Remove the character at the start of the string s and append it to the end of the string. Type-2: Pick any character in s and flip its value, i.e., if its value is '0' it becomes '1' and vice-versa. Return the minimum number of type-2 operations you need to perform such that s becomes alternating. The string is called alternating if no two adjacent characters are equal. For example, the strings "010" and "1010" are alternating, while the string "0100" is not. Example 1: Input: s = "111000" Output: 2 Explanation: Use the first operation two times to make s = "100011". Then, use the second operation on the third and sixth elements to make s = "101010". Example 2: Input: s = "010" Output: 0 Explanation: The string is already alternating. Example 3: Input: s = "1110" Output: 1 Explanation: Use the second operation on the second element to make s = "1010". Constraints: 1 <= s.length <= 105 s[i] is either '0' or '1'.

Explanation

Here's the breakdown of the solution:

  • Alternating String Generation: The core idea is to realize that any string can be made alternating by comparing it against two possible alternating patterns: one starting with '0' and the other starting with '1'.
  • Rotation and Minimization: Since rotations are allowed, we need to try all possible rotations of the input string. For each rotation, we compute the number of flips needed to match both alternating patterns. We then minimize across all rotations and both patterns.
  • Efficient Counting: To avoid repeatedly generating rotated strings, we use the modulo operator (%) to efficiently simulate rotations by adjusting the index during the flip counting process.

  • Runtime Complexity: O(n^2), where n is the length of the string.

  • Storage Complexity: O(1)

Code

    def minFlips(s: str) -> int:
    """
    Calculates the minimum number of flips to make a string alternating,
    considering rotations.
    """
    n = len(s)
    ans = float('inf')

    for rotation in range(n):
        # Generate rotated string (virtually)

        # Check against '0101...' pattern
        flips0 = 0
        for i in range(n):
            if (i % 2 == 0 and s[(i + rotation) % n] == '1') or \
               (i % 2 == 1 and s[(i + rotation) % n] == '0'):
                flips0 += 1
        ans = min(ans, flips0)

        # Check against '1010...' pattern
        flips1 = 0
        for i in range(n):
            if (i % 2 == 0 and s[(i + rotation) % n] == '0') or \
               (i % 2 == 1 and s[(i + rotation) % n] == '1'):
                flips1 += 1
        ans = min(ans, flips1)

    return ans

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