#1
June 8th, 2015, 09:49 AM
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Artificial intelligence PTU
I am looking for the last year question paper of the Artificial intelligence subject of the MCA course at Punjab Technical University. so is there any one who can help me by giving me the link to download the last year question paper of the Artificial intelligence subject of the MCA course at Punjab Technical University? As you are looking for syllabus of Artificial Intelligence Subject of B.Tech CSE 7th Semester Program of PTU University, so here is detailed syllabus: PTU University B.Tech CSE 7th Sem Syllabus BTCS701 Artificial Intelligence BTCS702 Theory of Computation BTCS 703 Project BTCSYYY Elective –II BTCSZZZ Elective –III 4 BTCS704 Artificial Intelligence Lab PTU University B.Tech CSE 7th Sem Artificial Intelligence Syllabus Module1: Introduction- What is intelligence? Foundations of artificial intelligence (AI). History of AI; Problem Solving- Formulating problems, problem types, states and operators, state space, search strategies. Module2: Informed Search Strategies- Best first search, A* algorithm, heuristic functions, Iterative deepening A*(IDA), small memory A*(SMA); Game playing - Perfect decision game, imperfect decision game, evaluation function, alpha-beta pruning Module3: Reasoning-Representation, Inference, Propositional Logic, predicate logic (first order logic), logical reasoning, forward chaining, backward chaining; AI languages and tools - Lisp, Prolog, CLIPS Module4: Planning- Basic representation of plans, partial order planning, planning in the blocks world, heirarchical planning, conditional planning, representation of resource constraints, measures, temporal constraints Module5: Uncertainty - Basic probability, Bayes rule, Belief networks, Default reasoning, Fuzzy sets and fuzzy logic; Decision making- Utility theory, utility functions, Decisiontheoretic expert systems. Module 6: Inductive learning - decision trees, rule based learning, current-best-hypothesis search, leastcommitment search , neural networks, reinforcement learning, genetic algorithms; Other learning methods - neural networks, reinforcement learning, genetic algorithms. Module7: Communication - Communication among agents, natural language processing, formal grammar, parsing, grammar Suggested / Readings & Books 1. Stuart Russell and Peter Norvig. Artificial Intelligence – A Modern Approach, Pearson Education Press, 2001. 2. Kevin Knight, Elaine Rich, B. Nair, Artificial Intelligence, McGraw Hill, 2008. 3. George F. Luger, Artificial Intelligence, Pearson Education, 2001. 4. Nils J. Nilsson, Artificial Intelligence: A New Synthesis, Morgan Kauffman, 2002. Last edited by Neelurk; April 28th, 2020 at 07:32 AM. |
#2
February 16th, 2017, 10:57 AM
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Re: Artificial intelligence PTU
I am in 7th Semester of B.Tech CSE Program of PTU University. I need syllabus of Artificial Intelligence subject of this semester. So someone is here who will provide detailed syllabus of Artificial Intelligence subject of 7th Sem of B.Tech CSE Program of PTU University?
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