Evolutionary Computation:: Genetic Algorithms
Evolutionary Computation:: Genetic Algorithms
Evolutionary Computation:: Genetic Algorithms
Evolutionary Computation:
Genetic algorithms
■ Introduction, or can evolution be
intelligent?
■ Simulation of natural evolution
■ Genetic algorithms
■ Case study: maintenance scheduling with
genetic algorithms
■ Summary
Sum of capacities of the units scheduled for Finally, by subtracting the maximum loads
maintenance at each interval expected at each interval, the net reserve is
obtained
(a) 50
© Negnevitsky, Pearson Education,
generations 46
Performance graphs and the best maintenance
schedules created in a population of 20
chromosomes
Fitnes
s
(b) 100
© Negnevitsky, Pearson Education, 47
Performance graphs and the best maintenance
schedules created in a population of 100
chromosomes
Fitnes
s