Gujarat Technological UniversityWinter 2024 Examination

GTU 3170716 Artificial Intelligence (AI) Winter 2024 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)
Define AI. What are the task domains of AI?
3 Marks
(b)
What is a “control strategy” and what are its characteristics?
4 Marks
(c)
Explain Problem characteristics.
7 Marks

Question 2

14 MarksMedium
(a)
Discuss Cut and Fail in Prolog.
3 Marks
(b)
Explain production system characteristics.
4 Marks
(c)
State Monkey and Banana problem. Give its state space representation.
7 Marks
OR OPTION
(c)

State 3 missionaries and 3 cannibals’ problem. Give its state space representation.

7 Marks

Question 3

14 MarksMedium
(a)
Briefly discuss Declarative and procedural knowledge.
3 Marks
(b)

Represent the following sentences in first-order logic

1Some students took English subject.
2Every student who takes English passes it.
3Every person who buyes policy is a smart.
4No person buyes an expensive policy.
4 Marks
(c)
Write A* algorithm
7 Marks
OR OPTION
(a)
Explain Nonmonotonic Reasoning.
3 Marks
(b)
Explain Min-Max search procedure.
4 Marks
(c)
Explain problem reduction using AND-OR graph.
7 Marks

Question 4

14 MarksMedium
(a)
Explain Components of a Planning System.
3 Marks
(b)
Explain Hopfield Network.
4 Marks
(c)
Explain different approaches to knowledge representation.
7 Marks
OR OPTION
(a)
Discuss Bay’s theorem.
3 Marks
(b)
Explain Perceptron.
4 Marks
(c)

Define Frames. Draw Semantic Net for following statements. a) Every kid likes candy. b) Every school going kid likes candy.

7 Marks

Question 5

14 MarksMedium
(a)
Explain Fuzzy Logic.
3 Marks
(b)
Explain Significance of the Genetic Operators.
4 Marks
(c)
Write Prolog programs to perform the following with LIST:
i)Delete an element from a list
ii)Concatenating of two lists
7 Marks
OR OPTION
(a)
Discuss the concept of “Heuristic” with an example.
3 Marks
(b)
Explain knowledge acquisition in expert system.
4 Marks
(c)

Define Natural language processing and explain Discourse and Pragmatic processing.

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 2024, 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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