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

Download PTU. I.K. Gujral Punjab Technical University (IKGPTU) M.Tech. ECE 2nd Semester 76268 EVOLUTIONARY ALGORITHMS Question Paper.

1 | M-76268 (S35)-2894

Roll No. Total No. of Pages : 01
Total No. of Questions : 08
M.Tech. (ECE) (2018 Batch) (Sem.?2)
EVOLUTIONARY ALGORITHMS
Subject Code : MTEC-PE4D-18
M.Code : 76268
Time : 3 Hrs. Max. Marks : 60
INSTRUCTIONS TO CANDIDATES :
1. Attempt any FIVE questions out of EIGHT questions.
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.
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 :
a) GP
b) PSO
c) 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.
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