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Gujarat Technological UniversityWinter 2023 Examination

GTU 3170716 Artificial Intelligence (AI) Winter 2023 Paper Solution & PDF

B.E. · Computer Engineering · Semester 7 · Subject Code: 3170716
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Total Marks70 MarksExternal theory exam
Passing Marks23 Marks33% minimum cutoff
Exam Duration2.5 Hours10:30 AM – 1:00 PM
Paper Structure5 QuestionsWith internal OR choices
Jump toQ1Q2Q3Q4Q5

Question 1

14 MarksMedium
(a)
What is “Artificial Intelligence and Artificial Intelligence Technique”?
3 Marks
(b)
Explain the algorithm for steepest hill climbing.
4 Marks
(c)

Enumerate Classical “Water jug Problem”. Describe the state space for this problem and also give the solution.

7 Marks

Question 2

14 MarksMedium
(a)
Differentiate prepositional & predicate logic.
3 Marks
(b)
What is clausal form? How is it useful?
4 Marks
(c)
What is A* search? Explain various stages of A* search with an example.
7 Marks
OR OPTION
(c)

Define constraint satisfaction problem (CSP). How CSP is formulated as a search problem?

7 Marks

Question 3

14 MarksMedium
(a)
Define Non monotonic reasoning.
3 Marks
(b)
What is learning? Explain various learning techniques.
4 Marks
(c)
Write unification algorithm and explain resolution in predicate logic.
7 Marks
OR OPTION
(a)
Describe Bayes theorem.
3 Marks
(b)
Explain local maxima, plateau, and ridge in detail.
4 Marks
(c)
Differentiate forward chaining and backward chaining with suitable example.
7 Marks

Question 4

14 MarksMedium
(a)
Explain connectionist models. What is perceptron?
3 Marks
(b)
Explain mean-end analysis approach to solve AI problems.
4 Marks
(c)
Describe the Expert System Development Procedure.
7 Marks
OR OPTION
(a)
Explain different defuzzification methods.
3 Marks
(b)
Explain Inference Rules in Propositional Calculus.
4 Marks
(c)
Explain the Alpha-Beta Cutoffs Procedure in Game Playing.
7 Marks

Question 5

14 MarksMedium
(a)
Explain morphological and syntax analysis phases of NLP.
3 Marks
(b)
Explain the algorithm for Backpropagation in Neural Networks.
4 Marks
(c)
Demonstrate the use of Cut and Fail Predicates in Prolog with example.
7 Marks
OR OPTION
(a)
Explain about the basic operators in genetic algorithms.
3 Marks
(b)
Describe the various steps of Natural language Processing.
4 Marks
(c)
What are the Applications, Features and Limitations of Prolog?
7 Marks
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About this Examination Paper & Attribution

Official Gujarat Technological University (GTU) examination paper and step-by-step solutions for Artificial Intelligence (AI) (Winter 2023, B.E. · Computer Engineering, Sem 7). Features complete 70-mark regular & remedial examination pattern, official marking distribution across all 5 questions, and direct 1-click official PDF download.

Transcribed for student exam preparation from Gujarat Technological University official examination archives. Questions, syllabus guidelines, and curriculum marking schemes remain the intellectual property of Gujarat Technological University.

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