/MOEA-D-DCWV

MOEA/D with distribution control of weight vector set

Primary LanguageMATLABMIT LicenseMIT

MOEA-D-DCWV

MOEA/D with distribution control of weight vector set

Sample image of weight vector set
image image image
Two-objective problems,
parameter p=1/4		 Two-objective problems,
parameter p=2/4		 Two-objective problems,
parameter p=3/4
image image image
Three-objective problems,
parameter p=1/6		 Three-objective problems,
parameter p=2/6		 Three-objective problems,
parameter p=3/6

How to use

This algorithm works with the PlatEMO. And the algorithm is implemented in the PlatEMO.
It is located at "PlatEMO/Algorithms/Multi-objective optimization/MOEA-D-DCWV".

Reference

Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato: A Distribution Control of Weight Vector Set for Multi-objective Evolutionary Algorithms, Proc. of the Bio-inspired Information and Communication Technologies (BICT2019), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), Vol. 289, Springer, Cham, pp. 70--80, 2019. DOI.