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A-Star Algorithm to solve an n-puzzle.

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CS4006-Project

This is a an A-Star (A*) based heuristic algorithm to solve a given n-puzzle from a given start state to a given goal state. It will display all the steps it took between the start state and the goal state and the time it took to solve it.

Getting Started

  • To run this program clone the repository to your own machine with java JDK 8 or newer.
  • Compile the program in the command line or within your IDE of choice.

Running The Program

  • Run the program from the command line.
  • You will be presented with a window asking for a start state. Enter your puzzle in the format of a numbers separated by spaces. An 8-puzzle will require 9 numbers to be entered with '0' representing the empty tile i.e.
1 2 3 7 8 0 5 6 7

Equates to
1 2 3
7 8 0
5 6 7
  • You will them be prompted for the goal state which should be entered in the same format as above. Use the same size goal and start states.
  • The puzzle should complete for any complexity 3x3 in less than a second. Simple 4x4 may take longer and complex ones may take several minutes.
  • Once the solution has been reached the console will print out the steps taken to reach the goal and how long it took.

Common Start States

Input Complexity
1 2 3 7 8 0 4 5 6 Easy
3 8 1 7 5 0 2 4 6 Medium
8 6 7 2 5 4 3 0 1 Hardest

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License

This project is licensed under the MIT License - see the LICENSE.md file for details

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A-Star Algorithm to solve an n-puzzle.

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