Solving the ‘8-puzzle’ using a basic AI algorithm

📰 Medium · AI

Solve the 8-puzzle problem using a basic AI algorithm and understand the rules and techniques involved

intermediate Published 1 May 2026

Action Steps

Define the 8-puzzle problem and its rules
Understand the concept of heuristic search and its application to the 8-puzzle problem
Implement a basic AI algorithm such as Breadth-First Search (BFS) or Depth-First Search (DFS) to solve the 8-puzzle problem
Use a heuristic function to guide the search and improve the efficiency of the algorithm
Test and evaluate the performance of the algorithm using different initial states and goal states

Who Needs to Know This

This micro-lesson is beneficial for AI engineers, data scientists, and software engineers who want to learn about basic AI algorithms and problem-solving techniques. It can be applied to various projects that involve puzzle-solving or pathfinding

Key Insight

💡 Heuristic search is a powerful technique for solving complex problems like the 8-puzzle, and using a basic AI algorithm like BFS or DFS can provide an efficient solution