decomposition_uniform {MOEADr} | R Documentation |
Problem Decomposition using Uniform Design
Description
Problem Decomposition using Uniform Design for MOEADr package
Usage
decomposition_uniform(decomp, ...)
Arguments
decomp |
list containing the relevant decomposition parameters.
Besides
|
... |
other parameters (included for compatibility with generic call) |
Details
This routine calculates the weight vectors for the MOEA/D using the Uniform Design:
References
R. Wang, T. Zhang, B. Guo, "An enhanced MOEA/D using uniform directions and a pre-organization procedure". Proc. IEEE Congress on Evolutionary Computation, Cancun, Mexico, 2013, pp. 2390–2397.
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
Examples
decomp <- list(name = "uniform", N = 50, .nobj = 3)
W <- decomposition_uniform(decomp)