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Analyze the following scenarios. For each one of them, provide a brief but solid analysis. What would you think of using elitism in a steady-state
Analyze the following scenarios. For each one of them, provide a brief but solid analysis. What would you think of using elitism in a steady-state genetic algorithm? Do you think it is a good idea? What would be the benefits? Imagine that linear ranking selection (using C = 2) is executed on a population of n chromosomes. What would be the effect on the selection probabilities if the fitness of every chromosome in the population is multiplied by a constant k? Imagine that exponential ranking selection (using m= 3) is executed on a population of n chromo- somes. What would be the effect on the selection probabilities if the fitness of every chromosome in the population is multiplied by a constant k? . Given two real-valued chromosomes of length five, T = {21, 22, 23, 24, 25} and y = {41, 42, 43, 44, Y5}, what would be the result of combining 7 and y through a whole arithmetic crossover with a = 1.0? How would the offspring change if a = 0? Analyze the following scenarios. For each one of them, provide a brief but solid analysis. What would you think of using elitism in a steady-state genetic algorithm? Do you think it is a good idea? What would be the benefits? Imagine that linear ranking selection (using C = 2) is executed on a population of n chromosomes. What would be the effect on the selection probabilities if the fitness of every chromosome in the population is multiplied by a constant k? Imagine that exponential ranking selection (using m= 3) is executed on a population of n chromo- somes. What would be the effect on the selection probabilities if the fitness of every chromosome in the population is multiplied by a constant k? . Given two real-valued chromosomes of length five, T = {21, 22, 23, 24, 25} and y = {41, 42, 43, 44, Y5}, what would be the result of combining 7 and y through a whole arithmetic crossover with a = 1.0? How would the offspring change if a = 0
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