Open jmejia8 opened 1 year ago
Possible features:
Working with 3 sub-populations:
# objective function f(x) = sum(10x .^ 2 .- sin.(x)/10) bounds = [-10ones(5) 10ones(5)] # subjective functions f1(x) = f(x) f2(x) = f(x) f3(x) = f(x) # migration scheme (copy all individuals to pop1) migration(pop1, pop2, pop3) = append!(pop1, pop2, pop3) # Three optimizers for each sub-pop cc = Coevo(ECA(), DE(), PSO(); migration_scheme = migration, fitness=[f1, f2, f3]) optimize(f, bounds, cc)
Ref: Potter, M. and De Jong, K., 2001, Cooperative Coevolution: An Architecture for Evolving Co-adapted Subcomponents.
Possible features:
Example
Working with 3 sub-populations: