Q. In Evolutionary programming, survival selection is
✅ Correct Answer: (A)
probabilistic selection (μ+μ) selection
Computer Engineering Soft Computing MCQs | Page - 6
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Q. In Evolutionary strategy, survival selection is
✅ Correct Answer: (B)
(μ, λ)- selection based on the children only (μ+λ)- selection based on both the set of parent and children
Q. In Evolutionary programming, recombination is
✅ Correct Answer: (A)
doesnot use recombination to produce offspring. it only uses mutation
Q. In Evolutionary strategy, recombination is
✅ Correct Answer: (B)
uses recombination such as cross over to produce offspring
Q. Step size in non-adaptive EP :
✅ Correct Answer: (A)
deviation in step sizes remain static
Q. Step size in dynamic EP :
✅ Correct Answer: (B)
deviation in step sizes change over time using some deterministic function
Q. Step size in self-adaptive EP :
✅ Correct Answer: (C)
deviation in step size change dynamically
Q. What are normally the two best measurement units for an evolutionary algorithm?
1. Number of evaluations
2. Elapsed time
3. CPU Time
4. Number of generations
✅ Correct Answer: (D)
1 and 4
Q. Evolutionary Strategies (ES)
✅ Correct Answer: (B)
(µ+λ): select survivors among parents and offspring
Q. In Evolutionary programming,
✅ Correct Answer: (B)
individual solution is represented as a finite state machine
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