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Graph-Search-Comparative-Analysis

Artifical Intelligence maze solver inspired by Berkeley CS 188 Repository: https://inst.eecs.berkeley.edu/~cs188/sp11/projects/search/search.html Generates a graph from a maze representation and implements A*, BFS, DFS traversal to generate solution pathways.

Analysis (see Analysis_Report.pdf)

BFS and DFS are exhaustive algorithms but reach solutions in different order, first returned solution not necessarily optimal A* search uses manhattan distance between regions of maze as heuristic function Logging is kept of:

  • Generated solution paths and cost
  • The number of nodes expanded during traversal
  • The maximum size of the fringe/exploration frontier

Input/Output

Maze files are represented as 2D image .lay files of the maze to be solved in input/ Input is parsed into graph nodes and traversed Solutions are exhaustively generated for A*, BFS, DFS algorithms and redrawn onto .lay files of the maze image with the solution path

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