Statistical Heuristic Search

Zhang Bo, Zhang Ling. Statistical Heuristic Search[J]. Journal of Computer Science and Technology, 1987, 2(1): 1-11.

Citation:

Zhang Bo, Zhang Ling. Statistical Heuristic Search[J]. Journal of Computer Science and Technology, 1987, 2(1): 1-11.

Citation:

Zhang Bo, Zhang Ling. Statistical Heuristic Search[J]. Journal of Computer Science and Technology, 1987, 2(1): 1-11.

Abstract

Under certain hypothesis a heuristic search can be considered as a random sampling process.Thus,it is possible to transfer the statistical inference method to the heuristic search.Based on the idea above,in 1—4we have incorporated some specific statistical inference method into heuristic searches,and obtained some new statistical heuristic search algorithms——SA,WSA etc.The characteristics and the details of the algorithms have also been discussed. In this paper we go further into the subject and discuss t…

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