Identify the correct sequence for evoltionary algorithms ? 1)Select genitors from parent population 2)Evaluate newborn offspring 3)Create offspring 4)replace some parents

Related MCQs

• If crossover between chromosomes in search space does not produce significantly different offspring, what does it imply? (if offspring consist of one half of each parent) (i) The crossover operation is not successful. (ii) Solution is about to be reached. (iii) Diversity is so poor that the parents involved in the crossover operation are similar. (iv) The search space of the problem is not ideal for GAs to operate
• ____ decides who becomes parents and how many children the parents have.
• which of the following statements are true regarding ES ? 1)Survival is deterministic 2)first allows the N best children to survive, and replaces the parents with these children. 3)allows the N best children and parents to survive.
• Parameters that affect GA are ? 1)intial population 2)fitness function 3)ability to generate offspring
• Evolutionary Algorithms includes ? 1) tabu search 2)simulated annealing 3)ES 4)genetic algorithms
• Identify the correct statements with respect to genetic algorithms? 1)A fitness function should maximized. 2)A replacement procedure. 3)A string representation of chromosomes.
• Identify the drawbacks of clustering algorithms? 1) can geneerate empty clusters 2) can terminate at local minimum 3)can handle noisy data
• Identify the working sequence of kmean clustering ? 1)redefine cluster centeroids 2)intialize the k centroids 3)make clusters near centroids
• Identify the algorithm ?procedure EA { t = 0; initialize population P(t); evaluate P(t); until (done) { t = t + 1; parent_selection P(t); recombine P(t); mutate P(t); evaluate P(t); survive P(t); } }
• In the (μ/ρ,λ) method of ES, parents are