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Gujarat Technological UniversitySummer 2026 Examination

GTU 3170716 Artificial Intelligence (AI) Summer 2026 Paper Solution & PDF

B.E. · Computer Engineering · Semester 7 · Subject Code: 3170716
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Total Marks70 MarksExternal theory exam
Passing Marks23 Marks33% minimum cutoff
Exam Duration2.5 Hours2:30 PM – 5:00 PM
Paper Structure5 QuestionsWith internal OR choices
Jump toQ1Q2Q3Q4Q5

Question 1

14 MarksMedium
(a)
What is meant by Perceptron? Give one example.
3 Marks
(b)
Differentiate between Breadth First Search and Best First Search
4 Marks
(c)

What is the state space of a problem? Explain state space representation for water jug problem.

7 Marks

Question 2

14 MarksMedium
(a)
Explain local maxima, plateau and ridge in brief.
3 Marks
(b)
Differentiate between Forward Reasoning and Backward Reasoning.
4 Marks
(c)

Discuss and Analyze Tower of Hanoi problem with respect to the seven problem characteristics.

7 Marks
OR OPTION
(c)
Explain non-monotonic reasoning in detail.
7 Marks

Question 3

14 MarksMedium
(a)
Describe heuristic function for the Travelling Salesman Problem.
3 Marks
(b)
Discuss the Constraint Satisfaction Problem with example.
4 Marks
(c)

Solve the following Cryptarithmetic Problem. SEND + MORE

  • ---------- MONEY
7 Marks
OR OPTION
(a)

Demonstrate the use of ‘cut’ predicates in Prolog with the help of a suitable example

3 Marks
(b)

Define the following.

1Modus Ponens 2. Horn Clause
4 Marks
(c)
Explain connectionist models.
7 Marks

Question 4

14 MarksMedium
(a)
Discuss Morphological Analysis in Natural Language Processing.
3 Marks
(b)
Describe working principle of Genetic Algorithm
4 Marks
(c)
Explain the back propagation algorithm for ANN.
7 Marks
OR OPTION
(a)
Describe Goal Stack planning.
3 Marks
(b)
Differentiate prepositional & predicate logic.
4 Marks
(c)
Explain Min Max search procedure in game playing.
7 Marks

Question 5

14 MarksMedium
(a)
Explain Syntax Analysis in Natural Language Processing.
3 Marks
(b)
Write a PROLOG program to find GCD of two numbers.
4 Marks
(c)

What is a “Semantic Net”? Illustrate ‘property inheritance’ in Semantic Network using “isa” and “instance” attributes.

7 Marks
OR OPTION
(a)

Demonstrate the use of ‘fail’ predicates in Prolog with the help of a suitable example

3 Marks
(b)

Write a PROLOG program to count the total occurrence of a character in a given list of characters.

4 Marks
(c)
Discuss Nonlinear Planning using Constraint Posting with example.
7 Marks
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About this Examination Paper & Attribution

Official Gujarat Technological University (GTU) examination paper and step-by-step solutions for Artificial Intelligence (AI) (Summer 2026, 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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