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#433
Medium Algorithms

Minimum genetic mutation

Hash Table String Breadth-First Search
56.4% acceptance
Jan 13, 2026
3299
345
A gene string can be represented by an 8-character long string, with choices from 'A', 'C', 'G', and 'T'. Suppose we need to investigate a mutation from a gene string startGene to a gene string endGene where one mutation is defined as one single character changed in the gene string. For example, "AACCGGTT" --> "AACCGGTA" is one mutation. There is also a gene bank bank that records all the valid gene mutations. A gene must be in bank to make it a valid gene string. Given the two gene strings startGene and endGene and the gene bank bank, return the minimum number of mutations needed to mutate from startGene to endGene. If there is no such a mutation, return -1. Note that the starting point is assumed to be valid, so it might not be included in the bank.

Solution

Rust
Time O(n³)
Space O(n)
LeetCode
solution.rs
use std::collections::{HashSet, VecDeque};

impl Solution {
  pub fn min_mutation(start_gene: String, end_gene: String, bank: Vec<String>) -> i32 {
    let bank_set: HashSet<String> = bank.into_iter().collect();
    
    if !bank_set.contains(&end_gene) {
      return -1;
    }
    
    let mut queue = VecDeque::new();
    let mut visited = HashSet::new();
    queue.push_back((start_gene.clone(), 0));
    visited.insert(start_gene);
    
    let genes = ['A', 'C', 'G', 'T'];
    
    while let Some((current, mutations)) = queue.pop_front() {
      if current == end_gene {
        return mutations;
      }
      
      let mut chars: Vec<char> = current.chars().collect();
      for i in 0..8 {
        let original = chars[i];
        for &gene in &genes {
          if gene != original {
            chars[i] = gene;
            let next: String = chars.iter().collect();
            
            if bank_set.contains(&next) && !visited.contains(&next) {
              visited.insert(next.clone());
              queue.push_back((next, mutations + 1));
            }
          }
        }
        chars[i] = original;
      }
    }
    
    -1
  }
}