August 2018
Intermediate to advanced
124 pages
2h 47m
English
Content preview from Hands-On Artificial Intelligence for Search
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A* Search
In the preceding section, you learned that the path found by a greedy BFS is as follows:
Figure 19
The total distance covered is 14.24. However, the actual optimal solution is shown in the following diagram:
Figure 20
The total distance covered is 12. This means that the greedy BFS algorithm is not optimal. The problem is that the heuristic function doesn't consider the costs already incurred. A* Search proposes a new heuristic function, which computes the sum of the cost incurred and the estimated cost to reach the goal state.
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