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Bimaru Solver written in Python using numpy and ML algorithms

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Bimaru Solver

Algorithm using ML algorithms to solve bimaru, a battleship puzzle based on using logic to complete the grid proposed

How to run

Simply place the game grid on the format the algorithm can read, for example:

ROW 2 0 5 0 5 0 0 4 2 2 COLUMN 1 3 4 0 0 0 5 2 4 1 8 HINT 7 8 T HINT 9 2 C HINT 8 8 B HINT 4 8 M HINT 8 1 W HINT 0 0 C HINT 0 6 W HINT 4 1 C

where ROW shows how many items should be on each row, reading from left to right and 0...N and COLUMN shows how many items should be on each column, following the same logic HINT represents the coordinates of each hint given by the game in the start, and:

  • T represents a TOP piece
  • C represents a CENTER piece
  • B represents a BOTTOM piece
  • M represents a MIDDLE piece
  • W represents a WATER piece
  • L represents a LEFT piece
  • R represents a RIGHT piece

and pass it into the algorithm

example:

$ python bimaru.py < instance02.txt

The algorithm will use a DFS and a Binary Tree Structure to find the best solution

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Bimaru Solver written in Python using numpy and ML algorithms

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