# Repeat problems 3, 4, and 5 using evolutionary strategies. Comment on the outcome of the results…

Repeat problems 3, 4, and 5 using evolutionary strategies. Comment on the outcome of the results in terms of accuracy or computational requirements.

problems 3, 4, and 5

Solve the optimization of the function mentioned in example 8.1: f(x) = 20 + 100* × cos(4x)exp(−2x)

(a) by using the following values for crossover rate and mutation rate: (0.1, 0.01), (0.01, 1), (1, 0.01), (0.8, 0.8), (0.1, 0.8)

(b) Interpret the results obtained in terms of accuracy and computation time required. Go over the same problem by fixing the rate at (0.5, 0.01) and varying the population size: 10, 15, 20, and 40.

The Rosenbrock Banana function is defined as follows:

f(xi) = 100* (xi+1 − xi2 ) 2 + (1 − xi) 2 .

Minimize this function over the interval [−2, 2] with an accuracy of two decimals.

Using GA, solve the optimization of the following function:

where all n-component x(i) of the vector belong to the interval [−1, 1]. Make the optimization for n = 2, 3, 4, with an accuracy of three decimals.

Using GA, solve the optimization of the following function:

where all n-component x(i) of the vector belong to the interval [−1, 1]. Make the optimization for n = 2, 3, 4, with an accuracy of three decimals.

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