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AAAI 1998

Local Search for Statistical Counting

Conference Paper Constraint Satisfaction Problems--Local Search Artificial Intelligence

Abstract

In this paper, statistical counting is introduced in the context of stochastic local search. From a sample of trajectories by independent local search computations, it is shown that interesting statistical information can be actually extracted about the search space, most notably an unbiased estimate of the number of solutions. Computational results for random #SAT instances are provided.

Authors

Keywords

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Context

Venue
AAAI Conference on Artificial Intelligence
Archive span
1980-2026
Indexed papers
28718
Paper id
840898560174003348
v2026.09.13