Letter Combinations Of A Phone Number

To solve this coding challenge, we need to generate all possible letter combinations that can be represented by a given string of digits from 2-9. Each digit corresponds to a set of letters, similar to the old telephone keypads. For instance, the digit '2' maps to the letters 'a', 'b', and 'c'. The task is to take a string of these digits and output all possible combinations of letters that the string could form.

Explanation

This problem is essentially a backtracking problem where we explore all potential combinations of letters for the input digits. The backtracking approach systematically searches for all solutions, exploring each possibility part by part and backtracking as soon as it determines that a particular partial solution cannot be extended to a valid solution. To approach this problem:
  1. Mapping Digits to Letters : First, we need to map each digit to its corresponding letters.
  2. Backtracking Function : We create a recursive function,
    backtrack
    , which constructs the letter combinations.
  3. Recursive Construction : At each step of the recursion, the function takes a partial combination and the remaining digits. For each letter corresponding to the current digit, it appends the letter to the partial combination and recurses with the rest of the digits.
  4. Base Case : When there are no more digits left to process, the current partial combination is a complete combination, and we store it.
  5. Initialization and Output : Initialize the process and collect all resulting combinations.
  6. Example Walkthrough

    Consider the input "23":
  7. The digit '2' maps to ['a', 'b', 'c']
  8. The digit '3' maps to ['d', 'e', 'f']
  9. We start with an empty combination and "23" as digits:
  10. Append 'a' to the current combination and recurse with "3":
    • Append 'd' to 'a' resulting in "ad", and since there are no more digits, store "ad".
    • Append 'e' to 'a' resulting in "ae", and store "ae".
    • Append 'f' to 'a' resulting in "af", and store "af".
  11. Now, append 'b' to the current combination and recurse with "3":
    • Repeat the same as step 1 for 'b', generating "bd", "be", "bf".
  12. Finally, append 'c' and repeat, producing "cd", "ce", "cf".
  13. In the end, we have all possible combinations ["ad", "ae", "af", "bd", "be", "bf", "cd", "ce", "cf"].

    Detailed Steps in Pseudocode

  14. Define a digit-to-character mapping :
  15.                                             
    mapping = {
    '2': ['a', 'b', 'c'],
    '3': ['d', 'e', 'f'],
    '4': ['g', 'h', 'i'],
    '5': ['j', 'k', 'l'],
    '6': ['m', 'n', 'o'],
    '7': ['p', 'q', 'r', 's'],
    '8': ['t', 'u', 'v'],
    '9': ['w', 'x', 'y', 'z']
    }
    
                                            
  16. Initialize an output list to store combinations :
  17.                                             
    output = []
    
                                            
  18. Define the backtracking function :
  19.                                             
    function backtrack(combination, next_digits):
    # Base case: if no more digits left, store the current combination
    if length(next_digits) == 0:
    add combination to output
    else:
    # Iterate over all letters mapped to the current digit
    for each letter in mapping[next_digits[0]]:
    # Append current letter to combination and recurse with remaining digits
    backtrack(combination + letter, substring(next_digits, 1))
    
                                            
  20. Handle edge case for empty input and initiate the process :
                                            
# If input digits are empty, return empty list
if length(digits) == 0:
    return []

# Start backtracking with an empty combination and the input digits
backtrack("", digits)

# Return the list of combinations
return output

                                        
This pseudocode provides a structured approach using backtracking to explore all combinations formed by the digits-to-letters mapping, effectively solving the problem.