Selection and population update procedures for the MOEA/D

update_population(update, ...)

Arguments

update

List containing the population update parameters. See Section Update Strategies of the moead() documentation for details.

...

other parameters to be passed down to the specific updt_xyz() routines.

Value

List object containing the updated values of the population matrix X, objective function matrix Y, and constraint values list V, as well as an updated Archive list containing its corresponding components X, Y

and V.

Details

This update routine is intended to be used internally by the main moead() function, and should not be called directly by the user. The list of available update methods can be generated using get_update_methods().

References

F. Campelo, L.S. Batista, C. Aranha (2020): The MOEADr Package: A Component-Based Framework for Multiobjective Evolutionary Algorithms Based on Decomposition. Journal of Statistical Software doi:10.18637/jss.v092.i06