Develop a simple genetic algorithm that minimizes the function f(x,x) = 100 x (x-x) + (1-x)....

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Develop a simple genetic algorithm that minimizes the function f(x₁,x₂) = 100 x (x-x₂)² + (1-x₂)². Use a binary representation of integers. Use one-point crossover, bit-mutation and tournament selection (choose the most suitable the crossover and mutation rates). Minimize f(x) in the range of 0 ≤ x ≤ 1023. a) Identify the phenotype and genotype. b) Describe one-point crossover for chosen chromosome representation. Then describe the bit-mutation. Write a pseudo-code of the simple genetic algorithm. Pa 7 d) Explain how the genetic algorithm will be changed if elitism is used. Develop a simple genetic algorithm that minimizes the function f(x₁,x₂) = 100 x (x-x₂)² + (1-x₂)². Use a binary representation of integers. Use one-point crossover, bit-mutation and tournament selection (choose the most suitable the crossover and mutation rates). Minimize f(x) in the range of 0 ≤ x ≤ 1023. a) Identify the phenotype and genotype. b) Describe one-point crossover for chosen chromosome representation. Then describe the bit-mutation. Write a pseudo-code of the simple genetic algorithm. Pa 7 d) Explain how the genetic algorithm will be changed if elitism is used.

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a The phenotype is the value of x within the range 01023 The genotype is representation of x as a bi... View the full answer