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Solving Puzzle Game using Search Algorithms

Can solve the game using 8 different types of Search Algorithms.

Uninformed Search Algorithms:

  • Breadth First Search (BFS)
  • Depth First Search (DFS)
  • Iterative Deepening Search (IDS)
  • Uniform Cost Search
  • Bi-Directional Search

Informed Search Algorithms:

  • Greedy Search
  • A* Search
  • Iterative Deepening A* Search (IDA*)

Game Look

Game

Solved Game (used A* for this one)

Game_Solved

Performance (Data collected over 10 runs)


State Complexity

States

Space Complexity

Space

Time Complexity

Time

Optimality

Moves

Added a failsafe of 500 moves for DFS

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