1. (a) For each of the statements below, say whether it is true or false, and briefly justify your answer. (i) The selec

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1. (a) For each of the statements below, say whether it is true
or false, and briefly justify your answer.
(i) The selection method in a Genetic Algorithm can be used to
control the exploration and exploitation properties of the
search.
(ii) Performing a crossover between 2 identical individuals will
result in different offspring.
(iii) The best individual fitness value of a generation can be
lower than the previous generation.
(iv) The individual selected as a winner in a tournament
selection is chosen at random.
(v) Genetic Algorithms guarantee finding the optimal solution
for a given problem.