Q.1
14 Marks(c)
Explain state space search method using example of water jug problem.
Gujarat Technological UniversitySummer 2026 examination
GTU 3161608 Artificial Intelligence Summer 2026 Question Paper & PDF
B.E. · IT Engineering · Semester 6 · Subject code 3161608
- 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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9 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.2
14 Marks(a)
Explain the concept of heuristic using 8-tile puzzle problem.
(b)
Explain the breadth first search algorithm using an appropriate example.
(c)
Explain the concept of constraint satisfaction using crypt- arithmetic problem.
Also asked in Winter 2025 Q2c OR
OR
Q.3
14 Marks(b)
Explain any two inference rules with an appropriate example.
(c)
Explain the concepts WFF (well-formed formulas) and various logical connectives in propositional logic using truth table. Also show example tautology and contradiction in propositional logic.
OR
(b)
Explain the universal and existential quantifiers with an appropriate example.
(c)
Explain the concept of resolution in first order predicate logic with an appropriate example.
Q.4
14 Marks(a)
Explain the difference between green cut and red cut with example in Prolog.
(b)
Explain the expectation–maximization (EM) algorithm with an appropriate example.
(c)
Explain the alpha-beta pruning algorithm in game-playing using an appropriate example. Also mention advantages of alpha-beta pruning over min-max algorithm.
Also asked in Winter 2025 Q4c
OR
(a)
Explain the concept of Horn Clause with an appropriate example.
(b)
Explain the concept of goal stack planning with an appropriate example.
Also asked in Winter 2025 Q4b, Summer 2025 Q4a OR
(c)
Explain inference in Bayesian networks using an appropriate example. Also mention applications of Bayesian networks.
Q.5
14 Marks(a)
Explain inference using full joint distribution in probability with an appropriate example.
(b)
Explain the fail predicate in prolog programming with an example.
OR
(a)
Explain Min-Max algorithm in game playing using an appropriate example.
Also asked in Winter 2025 Q4c OR, Summer 2025 Q4c OR
(b)
Explain Bayes’ theorem with an appropriate example.
(c)
Write a program in prolog to find a first, last and nth element of a list.
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About this paper
Official Gujarat Technological University (GTU) examination paper for Artificial Intelligence (Summer 2026, 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.