The document describes the backtracking algorithm and its application to solve the 8 queens problem. It provides an overview of backtracking as a general method for problems that search for solutions or require an optimal solution. It then gives a maze pathfinding problem as an example of a backtracking algorithm. The document outlines the recursive pseudo code for backtracking and applies it to the 8 queens problem, describing the problem and providing an algorithm to find all solutions by placing queens on an 8x8 chessboard without any attacking each other. It provides two examples of solutions to the 8 queens problem.