Skip to content

MOEA/D with distribution control of weight vector set

License

Notifications You must be signed in to change notification settings

tomtkg/MOEA-D-DCWV

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 

Repository files navigation

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.