decomposition_sld {MOEADr} | R Documentation |
Problem Decomposition using Simplex-lattice Design
Description
Problem Decomposition using Simplex-lattice Design for MOEADr package
Usage
decomposition_sld(decomp, ...)
Arguments
decomp |
list containing the relevant decomposition parameters.
Besides
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... |
other parameters (included for compatibility with generic call) |
Details
This routine calculates the weight vectors for the MOEA/D using the Simplex-lattice Design.
References
I. Das, J. Dennis (1998), "Normal Boundary Intersection - A New Method for Generating the Pareto Surface in Nonlinear Multicriteria Optimization Problems", SIAM J. Optim., 8(3), 631-657. DOI: 10.1137/S1052623496307510
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 = "sld", H = 99, .nobj = 2)
W <- decomposition_sld(decomp)