Which of the following algorithms uses dynamic programming to find the minimum e

Practice Questions

Q1
Which of the following algorithms uses dynamic programming to find the minimum edit distance between two strings?
  1. Dijkstra's algorithm
  2. Floyd-Warshall algorithm
  3. Levenshtein distance algorithm
  4. Merge sort algorithm

Questions & Step-by-Step Solutions

Which of the following algorithms uses dynamic programming to find the minimum edit distance between two strings?
  • Step 1: Understand what minimum edit distance means. It is the least number of operations (insertions, deletions, substitutions) needed to change one string into another.
  • Step 2: Learn about the Levenshtein distance algorithm. This algorithm specifically calculates the minimum edit distance between two strings.
  • Step 3: Recognize that dynamic programming is a method used in the Levenshtein distance algorithm. It breaks the problem into smaller subproblems and solves them to build up the solution.
  • Step 4: Conclude that the Levenshtein distance algorithm is the one that uses dynamic programming to find the minimum edit distance.
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