Gujarat Technological UniversitySummer 2025 examination

GTU 3170716 Artificial Intelligence (AI) Summer 2025 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 2:30 PM – 5:00 PM
Questions
5 with internal choice
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14 of 25 questions on this paper were also asked in other years. 2 more are types 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 marksAsked in 2 of 7 papers

What is Artificial Intelligence? List the various applications of Artificial Intelligence.

Also asked in Summer 2024 Q1a

(b)
4 marks
Differentiate between strong AI and weak AI.
(c)
7 marksSame type asked in 4 of 7 papers

Trace the constraint satisfaction procedure solving the following cryptarithmetic problem. R I N G + D O O R

  • ---------------------------- B E L L

Also asked in Summer 2026 Q3c, Winter 2025 Q3c, Summer 2024 Q4b OR

Q.2

14 Marks
(a)
3 marks
Explain Hill Climbing method in brief.
(b)
4 marks
Discuss forward reasoning in brief.
(c)
7 marksAsked in 2 of 7 papers

What is A* search? Describe the different stages of A* search with an example.

Also asked in Winter 2023 Q2c

(c)
7 marksSame type asked in 3 of 7 papers
Consider following sentences:
  • John likes all kinds of food.
  • Apples are food.
  • Chicken is food.
  • Anything anyone eats and isn’t killed by is food.
  • Bill eats peanuts and is still alive.
  • John eats everything Bill eats.
1)Translate these sentences into formulas in predicate logic.
2)Prove that John likes peanuts using Backward chaining.

Also asked in Summer 2024 Q3a, Summer 2023 Q4c

Q.3

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

Also asked in Summer 2026 Q4b OR, Winter 2025 Q4a OR, Winter 2023 Q2a

(b)
4 marksAsked in 6 of 7 papers
Explain non-monotonic reasoning in detail.

Also asked in Summer 2026 Q2c OR, Winter 2025 Q4b, Winter 2024 Q3a OR, Summer 2024 Q2b, Winter 2023 Q3a

(c)
7 marksAsked in 3 of 7 papers
Explain Minimax search procedure with suitable example.

Also asked in Summer 2026 Q4c OR, Winter 2024 Q3b OR

(a)
3 marksAsked in 2 of 7 papers
Describe the steps involved in unification in predicate logic.

Also asked in Summer 2023 Q3b OR

(b)
4 marks
Explain expert systems architecture in brief.
(c)
7 marksAsked in 2 of 7 papers

State the Bayes’ theorem. Illustrate how a Bayesian Network can be used to represent causality relationship among attributes.

Also asked in Summer 2023 Q3c OR

Q.4

14 Marks
(a)
3 marksAsked in 2 of 7 papers
Explain Hierarchical planning in brief.

Also asked in Winter 2025 Q5a OR

(b)
4 marks

Explain syntax and semantic analysis phases of Natural Language Processing.

(c)
7 marks

Discuss the termination parameters used in genetic algorithms in detail.

(a)
3 marks

What is Natural Language Processing? Discuss applications of NLP in brief.

(b)
4 marksAsked in 3 of 7 papers
Discuss goal stack planning in brief.

Also asked in Summer 2026 Q4a OR, Summer 2024 Q4b

(c)
7 marksAsked in 3 of 7 papers

Explain various genetic operators used in genetic algorithms in brief.

Also asked in Winter 2024 Q5b, Winter 2023 Q5a OR

Q.5

14 Marks
(a)
3 marks
Differentiate between DFS and BFS.
(b)
4 marks
What is Artificial neural network? Explain with example.
(c)
7 marksAsked in 6 of 7 papers

Write a prolog program to demonstrate the use of cut and fail predicates.

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

(a)
3 marksAsked in 2 of 7 papers

Differentiating between breadth-first search and best-first search algorithm.

Also asked in Summer 2026 Q1b

(b)
4 marksAsked in 5 of 7 papers
Discuss Hopfield network in brief.

Also asked in Winter 2025 Q3b OR, Winter 2024 Q4b, Summer 2024 Q5c OR, Summer 2023 Q5a

(c)
7 marksAsked in 2 of 7 papers

Write a prolog program to find minimum number from the given input list.

Also asked in Summer 2023 Q5c

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
Winter 202470 marks · 5 questions
Summer 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) (Summer 2025, 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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