Gujarat Technological UniversityWinter 2023 examination

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

B.E. · Computer Engineering · Semester 7 · Subject code 3170716
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Total
70 marks
To pass
23 marks (33%)
Duration
2.5 Hours 10:30 AM – 1:00 PM
Questions
5 with internal choice
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12 of 25 questions on this paper were also asked in other years. 1 more is a type of question GTU sets again with new data. Each is marked below with the years it appeared.See all 36 repeated 3170716 questions, most asked first

Q.1

14 Marks
(a)
3 marks
What is “Artificial Intelligence and Artificial Intelligence Technique”?
(b)
4 marks
Explain the algorithm for steepest hill climbing.
(c)
7 marksSame type asked in 5 of 7 papers

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

Also asked in Summer 2026 Q1c, Winter 2025 Q2b, Summer 2024 Q2c, Summer 2023 Q2c OR

Q.2

14 Marks
(a)
3 marksAsked in 4 of 7 papers
Differentiate prepositional & predicate logic.

Also asked in Summer 2026 Q4b OR, Winter 2025 Q4a OR, Summer 2025 Q3a

(b)
4 marks
What is clausal form? How is it useful?
(c)
7 marksAsked in 2 of 7 papers
What is A* search? Explain various stages of A* search with an example.

Also asked in Summer 2025 Q2c

(c)
7 marks

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

Q.3

14 Marks
(a)
3 marksAsked in 6 of 7 papers
Define Non monotonic reasoning.

Also asked in Summer 2026 Q2c OR, Winter 2025 Q4b, Summer 2025 Q3b, Winter 2024 Q3a OR, Summer 2024 Q2b

(b)
4 marks
What is learning? Explain various learning techniques.
(c)
7 marks
Write unification algorithm and explain resolution in predicate logic.
(a)
3 marksAsked in 2 of 7 papers
Describe Bayes theorem.

Also asked in Winter 2024 Q4a OR

(b)
4 marksAsked in 3 of 7 papers
Explain local maxima, plateau, and ridge in detail.

Also asked in Summer 2026 Q2a, Summer 2023 Q2a

(c)
7 marksAsked in 3 of 7 papers
Differentiate forward chaining and backward chaining with suitable example.

Also asked in Summer 2026 Q2b, Summer 2024 Q3c OR

Q.4

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

Also asked in Winter 2025 Q4c OR, Summer 2024 Q4c OR, Summer 2023 Q4b OR

Q.5

14 Marks
(a)
3 marksAsked in 2 of 7 papers
Explain morphological and syntax analysis phases of NLP.

Also asked in Winter 2025 Q5b OR

(b)
4 marksAsked in 2 of 7 papers
Explain the algorithm for Backpropagation in Neural Networks.

Also asked in Summer 2026 Q4c

(c)
7 marksAsked in 6 of 7 papers
Demonstrate the use of Cut and Fail Predicates in Prolog with example.

Also asked in Winter 2025 Q5c, Summer 2025 Q5c, Winter 2024 Q2a, Summer 2024 Q5b OR, Summer 2023 Q5b OR

(a)
3 marksAsked in 3 of 7 papers
Explain about the basic operators in genetic algorithms.

Also asked in Summer 2025 Q4c OR, Winter 2024 Q5b

(b)
4 marksAsked in 3 of 7 papers
Describe the various steps of Natural language Processing.

Also asked in Summer 2024 Q3b OR, Summer 2023 Q5b

(c)
7 marks
What are the Applications, Features and Limitations of Prolog?

More Artificial Intelligence papers

Questions repeat across sessions. Working through two or three papers shows you which topics GTU asks most.

Summer 202670 marks · 5 questions · Solved
Winter 202570 marks · 5 questions
Summer 202570 marks · 5 questions
Winter 202470 marks · 5 questions

Other Semester 7 subjects

BE Computer

2170701
Compiler Design
2170709
Information and Network Security
2170710
Mobile Computing and Wireless Communication
2170714
Distributed DBMS

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About this paper

Official Gujarat Technological University (GTU) examination paper 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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