Mar 29, 2024  
2015-2016 Catalog 
    
2015-2016 Catalog [ARCHIVED CATALOG]

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COMP 581 - Mathematical Methods in Artificial Intelligence (Cross-listed as MATH 581)


Units: 3
Three hours lecture in the lab per week
Prerequisite: Admission to the Computer Science or Mathematics Graduate Program
This course presents several branches of mathematics that provide computational basis for Artificial Intelligence. The course covers Trees and Search, The Concepts of Predicate Logic, The Theory of Resolution, Nonmonotonic Reasoning, Probability Theory, Bayesian Networks, Fuzziness and Belief Theory, Classifier Systems, Math for Neural Networks, Elements of Statistics, Decision Trees and Optimization.
Same as: MATH 581 



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