What is the strategy to generate all binary strings from a given pattern?

Coding
Medium
Google
93.7K views

Candidates must create all possible binary strings that match a specific pattern containing wildcards. This evaluates recursive thinking and backtracking capabilities.

Why Interviewers Ask This

This question is designed to test a candidate's comfort with recursion and backtracking algorithms. Interviewers look for the ability to explore all possible paths in a decision tree without missing any valid combinations. It also assesses code clarity and the capacity to manage state during recursive calls, which is crucial for complex string manipulation tasks.

How to Answer This Question

Explain the concept of backtracking clearly, defining the base case where the string is fully constructed. Describe how to handle wildcard characters by branching into two possibilities: placing a '0' or a '1'. Use a helper function that builds the string character by character. Ensure you mention pruning strategies if the pattern has fixed constraints. Conclude by discussing the time complexity relative to the number of wildcards.

Key Points to Cover

  • Understanding the role of wildcards in pattern matching
  • Implementing a clean recursive backtracking structure
  • Managing the base case for termination
  • Efficiently building and storing result strings

Sample Answer

To solve this, I would use a recursive backtracking approach. I define a helper function that takes the current index and the partially built string. If the index reaches the length of the pattern, I add the completed string to my result list. If the current character in the pattern is a '0' or '1', I append it and recurse to the next index. If it is a wildcard, I branch out: first appending '0' and recursing, then appending '1' and recursing. This ensures every valid combination is generated exactly once. The time complexity will be O(2^k * n) where k is the number of wildcards and n is the string length.

Common Mistakes to Avoid

  • Forgetting to backtrack (undo changes) after a recursive call returns
  • Incorrectly handling the base case leading to infinite recursion
  • Generating duplicate strings due to poor state management
  • Not considering the performance impact of string concatenation

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