Artificial Intelligence

06/03/00


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Table of Contents

Artificial Intelligence

Artificial Intelligence

Search: the story so far

Example Search Problem: SAT

Example Search Problem: SAT

It’s the same thing

Depth First Search for SAT

Unit Propagation

Unit Propagation

Depth First + Unit Propagation

Davis-Putnam

Algorithm DPLL (clauses)

DPLL success

It’s the same thing (again)

Heuristics for DPLL

How can we design better heuristics

Three Design Principles

Three Design Principles

Most Constrained First

Satisfaction Hypothesis

Simplification Hypothesis

Conclusions

Author: Ian Gent

Email: ipg@dcs.st-and.ac.uk

Home Page: http://www.dcs.st-and.ac.uk/~ipg

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