Gujarat Technological UniversitySummer 2024 examination

GTU 3170716 Artificial Intelligence (AI) Summer 2024 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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15 of 25 questions on this paper were also asked in other years. 3 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

Define the term: Artificial Intelligence. State various applications of Artificial Intelligence.

Also asked in Summer 2025 Q1a

(b)
4 marksAsked in 2 of 7 papers
Enlist and briefly discuss the major task domains of Artificial Intelligence.

Also asked in Summer 2023 Q1c

(c)
7 marksAsked in 3 of 7 papers
Explain AI problem characteristics in detail.

Also asked in Winter 2025 Q1c, Winter 2024 Q1c

Q.2

14 Marks
(a)
3 marksAsked in 3 of 7 papers

What is meant by control strategy? State the requirements of a good control strategy.

Also asked in Winter 2025 Q1b, Winter 2024 Q1b

(b)
4 marksAsked in 6 of 7 papers
Explain the nonmonotonic reasoning.

Also asked in Summer 2026 Q2c OR, Winter 2025 Q4b, Summer 2025 Q3b, Winter 2024 Q3a OR, Winter 2023 Q3a

(c)
7 marksSame type asked in 5 of 7 papers
Consider the water jug problem stated below:

You are given two jugs, a 5-litre one and a 4-litre one. Neither has any measuring marker on it. There is a pump that can be used to fill the jugs with water. How can you get exactly 2-litre of water into the 4-litre jug? Explain how this problem can be solved using State Space Search. Also, give the production rules to solve this problem and derive a feasible solution using the same.

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

(c)
7 marksAsked in 2 of 7 papers

In the missionaries and cannibals problem, three missionaries and three cannibals must cross a river using a boat which can carry at most two people, under the constraint that, number of cannibals should be lesser than or equal to the missionaries on either side. The boat cannot cross the river by itself with no people on board. For the above mentioned problem, describe state space representation, actions, start and end state.

Also asked in Winter 2024 Q2c OR

Q.3

14 Marks
(a)
3 marksSame type asked in 3 of 7 papers

Translate these sentences into formulas in predicate logic.

1John likes all kinds of food.
2Apples are food.
3Chicken is food.
4Anything anyone eats and isn’t killed-by is food.
5Bill eats peanuts and is still alive.
6Sue eats everything Bill eats.

Also asked in Summer 2025 Q2c OR, Summer 2023 Q4c

(b)
4 marks
Discuss the following terms with respect to fuzzy logic theory:
  • Membership function
  • Linguistic variable
(c)
7 marks

Write an objective of hill climbing method. Discuss any one type of hill climbing in detail with its algorithm.

(a)
3 marks
Write the proposed solution(s) for the problems occurred in hill climbing.
(b)
4 marksAsked in 3 of 7 papers
Explain the natural language processing steps in brief.

Also asked in Winter 2023 Q5b OR, Summer 2023 Q5b

(c)
7 marksAsked in 3 of 7 papers
Explain forward and backward reasoning with suitable example(s).

Also asked in Summer 2026 Q2b, Winter 2023 Q3c OR

Q.4

14 Marks
(a)
3 marksAsked in 2 of 7 papers
Explain problem reduction using “AND-OR” graph.

Also asked in Winter 2024 Q3c OR

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

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

(c)
7 marks
Consider the following facts:
1)Steve only likes easy courses.
2)Science courses are hard.
3)All the courses in the HaveFun department are easy.
4)BK301 is a HaveFun department course. Use resolution to answer the question “What course would Steve like?”
(a)
3 marksAsked in 3 of 7 papers
Write the basic differences between declarative and procedural knowledge.

Also asked in Winter 2025 Q3a, Winter 2024 Q3a

(b)
4 marksSame type asked in 4 of 7 papers

Solve the following cryptarithmetic problem using constraint satisfaction. L E O + L E E = A L L

Also asked in Summer 2026 Q3c, Winter 2025 Q3c, Summer 2025 Q1c

(c)
7 marksAsked in 4 of 7 papers

Explain the minimax search procedure for game playing using suitable example. What is the significance of alpha-beta cut-offs?

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

Q.5

14 Marks
(a)
3 marksAsked in 2 of 7 papers
Write a brief note on best-first Search.

Also asked in Summer 2023 Q2b

(b)
4 marks

Write a prolog program to count the number of elements present in the given list.

(c)
7 marks

Discuss different types of learning in artificial neural networks. Also write the differences between/among them.

(a)
3 marks

State the factors which may make understanding of natural language difficult for a computer.

(b)
4 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, Summer 2025 Q5c, Winter 2024 Q2a, Winter 2023 Q5c, Summer 2023 Q5b OR

(c)
7 marksAsked in 5 of 7 papers
Explain Hopfield networks.

Also asked in Winter 2025 Q3b OR, Summer 2025 Q5b OR, Winter 2024 Q4b, Summer 2023 Q5a

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About this paper

Official Gujarat Technological University (GTU) examination paper for Artificial Intelligence (AI) (Summer 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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