The Bandwidth Heuristic Search.
DARTMOUTH COLL HANOVER N H DEPT OF MATHEMATICS
Pagination or Media Count:
By placing various restrictions on the heuristic estimator it is possible to constrain the heuristic search process to fit specific needs. The paper introduces a new restriction upon the heuristic, called the bandwidth condition, that enables the ordered search to better cope with time and space difficulties. In particular, the effect of error within the heuristic is considered in detail. Beyond this the bandwidth condition quite naturally allows for the extension of the heuristic search to MINMAX trees. The resulting game playing algorithm affords many desirable practical features not found in minimax based techniques, as well as maintaining the theoretical framework of ordered searchs. The development of this algorithm provides some additional insight to the general problem of searching game trees by showing that certain, somewhat surprising changes in the cost estimates are required to properly search the trees. Furthermore, the use of an ordered search of MINMAX trees brings about a rather provocative departure from the conventional approach to computer game playing. Author
- Operations Research