Based on iterative-deepening and modifying heuristic evaluation function dynamically
fuzzy heuristic search algorithms FIDA and Improved-FIDA are presented. The learning algorithm LFIDA is also presented to overcome the difficulty to design fuzzy heuristic evaluation function h (n)