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For the function F(x) = x^2 - 2x + 1, find out the maximum value of F(x) when the domain of x is [0,15].

For the function F(x) = x^2 - 2x + 1, find out the maximum value of F(x) when the domain of x is [0,15].

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Question 5 For the function F(x) = x^2 - 2x + 1, find out the maximum value of F(x) when the domain of x is [0,15]. You need to perform the following 5 steps. a) Create a population of 4 chromosomes randomly. You need to use a binary encoding approach. b) Calculate the fitness score of each chromosome. c) Select 2 fittest parents for mating d) Perform crossover at any value ranging from 1 to 3. The positions of the 4 bit chromosomes are 0,1,2 and 3. e) Perform mutation on the offspring which were produced by crossover at position 2 and then recompute the fitness score of the mutated children
Transcribed Image Text:Question 5 For the function F(x) = x^2 - 2x + 1, find out the maximum value of F(x) when the domain of x is [0,15]. You need to perform the following 5 steps. a) Create a population of 4 chromosomes randomly. You need to use a binary encoding approach. b) Calculate the fitness score of each chromosome. c) Select 2 fittest parents for mating d) Perform crossover at any value ranging from 1 to 3. The positions of the 4 bit chromosomes are 0,1,2 and 3. e) Perform mutation on the offspring which were produced by crossover at position 2 and then recompute the fitness score of the mutated children
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