generate_weights: Calculate weight vectors

In MOEADr: Component-Wise MOEA/D Implementation

Calculate weight vectors

Description

Calculates weight vectors for the MOEADr package

Usage

generate_weights(decomp, m, ...)

Arguments

decomp	List containing the decomposition method parameters. See moead() for details.
m	Number of objectives (m ≥ 2)
...	other parameters (included for compatibility with generic call)

Details

This routine calculates the weight vectors for the MOEA/D. The list of available methods for generating the weights, as well as information about their specific parameters, can be generated using get_decomposition_methods().

Value

Weight matrix W

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

Examples

decomp <- list(name = "sld", H = 99)
W <- generate_weights(decomp, m = 2)

MOEADr documentation built on Jan. 9, 2023, 1:24 a.m.