What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation

The quality of solution sets generated by decomposition-based evolutionary multi-objective optimisation (EMO) algorithms depends heavily on the consistency between a given problem's Pareto front shape and the specified weights' distribution. A set of weights distributed uniformly in a simp...

Full description

Bibliographic Details

Published in:	Evolutionary computation Vol. 28; no. 2; p. 227
Main Authors:	Li, Miqing, Yao, Xin
Format:	Journal Article
Language:	English
Published:	United States 01.06.2020
Subjects:	Algorithms Biological Evolution Computer Simulation many-objective optimisation decomposition-based EMO weight adaptation Multiobjective optimisation evolutionary algorithms
ISSN:	1530-9304, 1530-9304
Online Access:	Get more information
Tags:	Add Tag No Tags, Be the first to tag this record!