Gujarat Technological UniversityWinter 2025 examination

GTU 3161608 Artificial Intelligence Winter 2025 Question Paper & PDF

B.E. · IT Engineering · Semester 6 · Subject code 3161608
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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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8 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 13 repeated 3161608 questions, most asked first

Q.1

14 Marks
(a)
3 marks

What is Intelligence? Define Artificial Intelligence. Discuss any one area where artificial intelligence can do better than human intelligence.

(b)
4 marks

Give an example of a problem for which breadth-first search would work better than depth-first search.

(c)
7 marks

Describe how the branch-and-bound technique could be used to find the shortest solution to a water jug problem.

Q.2

14 Marks
(a)
3 marksAsked in 2 of 3 papers
Discuss Bayesian network and its two applications.

Also asked in Summer 2025 Q4b OR

(b)
4 marks
Consider the following sentences:
1Rama likes all kinds of vegetarian food.
2Oranges are food.
3Mutton is food.
4Anything anyone eats and is not killed by is food.
5Likex eats peanuts and is still alive.
6Lovex eats everything Likex eats. Translate these sentences into formulas in Predicate Logic.
(c)
7 marks

Consider the following initial and goal configuration for 8-puzzle problem. Draw the search tree for initial three iterations of A* algorithm to reach from initial state to goal state. Assume suitable heuristic function for the same. Initial state Goal state 1 2 1 2 3 3 4 5 8 4 6 7 8 7 6

(c)
7 marksSame type asked in 2 of 3 papers

Solve the following Crypt Arithmetic problem. DONALD + GERALD ROBERT

Also asked in Summer 2026 Q2c

Q.3

14 Marks
(a)
3 marks
Convert the logical statement P <=> (Q ˅ R) to conjunctive normal form.
(b)
4 marksAsked in 3 of 3 papers
What is Hill Climbing algorithm? Discuss any two cases where Hill climbing fails.

Also asked in Summer 2026 Q1a, Summer 2025 Q2c

(c)
7 marks
Explain the AO* algorithm with an example.
(a)
3 marksAsked in 2 of 3 papers
Differentiate propositional logic and predicate logic.

Also asked in Summer 2026 Q3a OR

(b)
4 marks

Give four examples of facts that are difficult to represent and manipulate in predicate logic.

(c)
7 marks
Discuss Best –First search method with example.

Q.4

14 Marks
(a)
3 marksAsked in 2 of 3 papers
Define Soundness and completeness in propositional logic.

Also asked in Summer 2025 Q3a

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

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

(c)
7 marksAsked in 2 of 3 papers
Explain alpha-beta pruning in Minimax procedure for game playing with example.

Also asked in Summer 2026 Q4c

(a)
3 marksAsked in 2 of 3 papers
State the purpose of unification in predicate logic.

Also asked in Summer 2025 Q3a OR

(b)
4 marks

A problem-solving search can proceed either forward or backward. What factors determine the choice of direction for a particular problem.

(c)
7 marksAsked in 3 of 3 papers
Explain Minimax procedure for game playing with any example.

Also asked in Summer 2026 Q5a OR, Summer 2025 Q4c OR

Q.5

14 Marks
(a)
3 marks
Compare monotonic and non-monotonic reasoning.
(b)
4 marks

Consider the sentence: The old man’s glasses were filled with sherry. What information is necessary to choose the correct meaning for the word “glasses”? What information suggests the incorrect meaning?

(c)
7 marks

Write a Prolog program to merge two sequentially ordered (ascending) lists into one ordered list.

(a)
3 marks
What are the methods of statistical learning?
(b)
4 marks
Explain the steps of natural language processing in brief.
(c)
7 marks
Write a prolog program to find sum of all the numbers of a list.

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
Summer 202570 marks · 5 questions

Other Semester 6 subjects

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3161605
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3161607
Big Data Analytics

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About this paper

Official Gujarat Technological University (GTU) examination paper for Artificial Intelligence (Winter 2025, B.E. · IT Engineering, Sem 6). 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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