Download PTU M.Tech. ECE 2nd Semester 76268 EVOLUTIONARY ALGORITHMS Question Paper

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Roll No.

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Total No. of Questions : 08

Total No. of Pages : 01

M.Tech. (ECE) (2018 Batch) (Sem.-2)

EVOLUTIONARY ALGORITHMS

Subject Code : MTEC-PE4D-18

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M.Code: 76268

Time: 3 Hrs.

Max. Marks : 60

INSTRUCTIONS TO CANDIDATES :

1. Attempt any FIVE questions out of EIGHT questions.

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2. Each question carries TWELVE marks.

1. What is optimization? Explain the various categories of optimization in detail.
2. Explain the concept of simulated annealing with a suitable algorithm in detail.
3. Explain Multi Objective Optimization and its principles in detail.
4. Explain HPC paradigm with suitable diagram in detail.

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5. What is single objective optimization? Also explain crossovers and mutation in evolutionary algorithms.
6. Explain how High Performance Computing (HPC)? Explain GPU Computing.
7. What is Generalized Pareto-optimality (GPO)? Discuss the role of evolutionary algorithms in any engineering design case study.
8. Write short notes on :
   1. GP
   2. PSO

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   3. Gas

NOTE : Disclosure of Identity by writing Mobile No. or Making of passing request on any page of Answer Sheet will lead to UMC against the Student.