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B.Tech. CSE 8th Sem Subject: Artificial Intelligence and Expert Systems
UNIT - 1 Basic Problem solving methods, Production systems, state space search, control strategies, Heuristic search, forward and backward reasoning, Hill climbing techniques, Breadth first search, Depth first search, Best search, staged search.
UNIT - 2 Knowledge Representation, Predicate logic, Resolution question Answering, Nonmonotonic Reasoning, statistical and probabilistic reasoning, Semantic Nets, Conceptual Dependency, frames
and scripts.
UNIT - 3 AI languages, Important characteristics of AI languages, PROLOG, LISP.
UNIT - 4 Introduction to Expert Systems, Structure of an Expert system interaction with an expert, Design of an Expert system.
UNIT - 5 Neural Network, Basic Structure of a neuron, Perception Feed forward, Back propagation, Hopfield Network.
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