classQ2 - EE4047 Genetic Algorithms and Their Applications...

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EE4047 Genetic Algorithms and Their Applications (Total: 35 marks) Class Exercise 2 Name:_____________________________________ Student I.D.:__________________ Q1 Figure 1 depicts the corresponding values of ) ( 1 x f and ) ( 2 x f for all the possible x in the searching domain of a multi-objective optimization problem. Mark the Pareto optimal set of solutions in Figure 1 such that ) ( 1 x f is minimized and ) ( 2 x f is maximized. [5 marks] Figure 1. The corresponding values of ) ( 1 x f and ) ( 2 x f for all the possible x Q2 Consider the following two parents, determine the two offspring obtained by partially matched crossover , assuming that the two crossover points are selected at the sites between 3rd-4th genes and 7th-8th genes. [5 marks] Gene Number 1 st 2 nd 12 th Chromosome A F G K I D A E H L C B J Chromosome B I D L A G F H C K E B J ____________________________________________________________________________________________ ____________________________________________________________________________________________ Q3.
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classQ2 - EE4047 Genetic Algorithms and Their Applications...

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