Description:
The current stringPermutations function uses a recursive approach with exponential time complexity O(n!). For a 10-character string, it takes ~2 seconds to complete, which is unacceptable for production use.
Current Implementation Problems:
- Exponential Time Complexity: O(n!) - For n=10, that's 3,628,800 operations
- Memory Inefficiency: Uses Set to store all permutations in memory
- No Early Termination: Cannot limit the number of permutations generated
- Recursive Stack Overflow Risk: Deep recursion for large strings
Performance Impact:
- 10 characters: ~2 seconds
- 11 characters: ~22 seconds (estimated)
- 12 characters: ~4+ minutes (estimated)
Proposed Solutions:
- Iterative Implementation: Replace recursion with iteration
- Generator Pattern: Return permutations on-demand instead of all at once
- Early Termination: Add optional limit parameter
- Memory Optimization: Use more efficient data structures
Description:
The current stringPermutations function uses a recursive approach with exponential time complexity O(n!). For a 10-character string, it takes ~2 seconds to complete, which is unacceptable for production use.
Current Implementation Problems:
Performance Impact:
Proposed Solutions: