We gave two simple heuristics for the 8-puzzle: Manhattan distance and misplaced tiles. Several heuristics in the literature purport to improve on this—see, for example, Nilsson (1971), Mostow and Prieditis (1989), and Hansson et al.(1992). Test these claims by implementing the heuristics and comparing the performance of the resulting algorithms.