Gujarat Technological UniversitySummer 2026 examination

GTU 3171105 Introduction of Artificial Intelligence Summer 2026 Question Paper & PDF

B.E. · EC Engineering · Semester 7 · Subject code 3171105
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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. Each is marked below with the years it appeared.See all 9 repeated 3171105 questions, most asked first

Q.1

14 Marks
(a)
3 marks
Define Artificial Intelligence (AI). How AI different from natural intelligence?
(b)
4 marks
Discuss the components of a production systems.
(c)
7 marks

Describe Turing test. If the Turing test is passed, does this show that computers exhibit intelligence? State your reasons.

Q.2

14 Marks
(a)
3 marks
Define:
i)Intelligence
ii)Rationality
iii)Logical reasoning.
(b)
4 marks
List the differences between Artificial Intelligence and Machine Learning.
(c)
7 marks
List and explain five components of problem definition in context of AI.
(c)
7 marksAsked in 2 of 3 papers
Explain how the agent interacts with the environment using appropriate illustrations.

Also asked in Summer 2025 Q3b

Q.3

14 Marks
(a)
3 marks
List and explain applications of breadth-first search
(b)
4 marks
List the advantages and disadvantages of the brute force Problem-Solving method.
(c)
7 marks

Differentiate between toy problem and real-world problem. Explain toy problem with suitable example.

(a)
3 marksAsked in 2 of 3 papers
Compare pros and cons of Branch and Bound algorithm.

Also asked in Winter 2025 Q3a OR

(b)
4 marksAsked in 2 of 3 papers

Explain Positive Sum game and Negative Sum game under non-zero sum games in brief.

Also asked in Winter 2025 Q3b OR

(c)
7 marks
Explain Algorithm A*, Admissibility of A*, and Iterative Deepening A*.

Q.4

14 Marks
(a)
3 marksAsked in 2 of 3 papers
Write down any three major approaches to solve planning problems.

Also asked in Winter 2025 Q4a OR

(b)
4 marks

How alpha-beta pruning can improve MIN MAX algorithm? Explain using suitable example.

(c)
7 marksAsked in 2 of 3 papers
Explain in detail: Recursive best first search.

Also asked in Winter 2025 Q3c

(a)
3 marks
Define optimal path. Justify its importance.
(b)
4 marksAsked in 2 of 3 papers

How means end analysis helps in solving complex problem, explain with suitable example.

Also asked in Summer 2025 Q4a

(c)
7 marksAsked in 2 of 3 papers

Write a short note on Hill Climbing algorithm. Also discuss about drawback of hill climbing algorithm.

Also asked in Winter 2025 Q2c

Q.5

14 Marks
(a)
3 marks
Summarize and justify the role of natural language processing in modern AI.
(b)
4 marks
Write a short note on parsing techniques used in AI.
(c)
7 marks
Explain the concept of Heuristics in-game tree search.
(a)
3 marksAsked in 3 of 3 papers
Give a summary of steps involved in Natural Language Processing (NLP).

Also asked in Winter 2025 Q5a, Summer 2025 Q5c OR

(b)
4 marks
Explain transfer models in brief. What is its use in machine translation systems?
(c)
7 marks

Explain the concept of text generation. List and explain Components of Natural Language processing in AI.

More Introduction of Artificial Intelligence papers

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

Winter 202570 marks · 5 questions
Summer 202570 marks · 5 questions

Other Semester 7 subjects

BE EC

3171104
Biomedical Electronics
3171106
Wireless Sensor Networks
3171108
Internet of Things
3171109
Digital Image and Video Processing

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About this paper

Official Gujarat Technological University (GTU) examination paper for Introduction of Artificial Intelligence (Summer 2026, B.E. · EC 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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