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Catalogue of Artificial Intelligence Techniques

Catalogue of Artificial Intelligence Techniques

   

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Stochastic Simulation

Aliases: Gibbs Sampling

Keywords: Boltzmann machines

Categories: Problem Solving


Author(s): Judea Pearl

A method of computing probabilities by counting events in a series of simulation runs. In each run the occurrence of an event is determined by sampling a random distribution, reflecting the state of related events as well as the strength of interaction among them. In Boltzmann machines stochastic simulation is used together with Simulated Annealing to find the state of lowest energy.


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Strict Standards: Non-static method DB::isManip() should not be called statically, assuming $this from incompatible context in /usr/share/pear/DB/common.php on line 2200

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Strict Standards: Non-static method DB::isError() should not be called statically, assuming $this from incompatible context in /usr/share/pear/DB/common.php on line 1666

Strict Standards: Non-static method DB::isError() should not be called statically, assuming $this from incompatible context in /usr/share/pear/DB.php on line 1387

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Strict Standards: Non-static method DB::isError() should not be called statically, assuming $this from incompatible context in /group/project/aicat/web/lib/database.php on line 113
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