define_neighborhood {MOEADr} | R Documentation |
Calculate neighborhood relations
Description
Calculates neighborhood relations for the MOEADr package
Usage
define_neighborhood(neighbors, v.matrix, iter)
Arguments
neighbors |
List containing the decomposition method parameters. This list must contain the following key-value pairs:
|
v.matrix |
matrix of vectors to be used for defining the neighborhoods. |
iter |
iteration counter of the MOEA/D |
Details
This routine calculates the neighborhood relations for the MOEA/D.
Warning: this routine may access (but not directly modify) variables from the calling environment.
Value
List containing the matrix of selection probabilities (P
) and
the matrix of neighborhoods (B
).
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