View source: R/create_population.R
create_population | R Documentation |
Create a population for the MOEADr package
create_population(N, problem)
N |
population size |
problem |
list of named problem parameters. See Section
|
This routine creates a population matrix for the MOEA/D. Currently only a multivariate uniform distribution is implemented. All points are created within the standardized space 0 ≤ x_i ≤ 1, i = 1,...,n_v.
A population matrix X for the MOEA/D.
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
ex.problem <- list(name = "example_problem", xmin = rep(-1, 5), xmax = rep(1, 5), m = 2) X <- create_population(20, ex.problem)
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