Paper Info
Title
Variable-weight method of multi-objective fuzzy optimization design based on control principle of feedback
Abstract
The multi-objective optimal problems are usually solved with linear weight method, but each weight factor is a constant in this method. It can't respond to the interaction effects to each sub-objective in the optimization process. After analyzing the similarity between closed-loop feedback control in the control systems and the dynamic progress of multi-objective optimization calculating, the paper develops a method of variable-weight and assessment functions. The method is based on closed-loop feedback control theory. At last, an example of multi-objective optimization is given to verify if the method is validity.
Year
DOI
Venue
2010
10.1109/ICNC.2010.5583342
ICNC
Keywords
Field
DocType
optimisation,variable-weight method,multi-objective optimization,linear weight method,closed loop feedback control,multiobjective fuzzy optimization,feedback,feedback control,variable weight method,fuzzy control,closed loop systems,weighted function,open loop systems,transfer functions,multi objective optimization,reliability,weight function,control system,optimization,interaction effect,indexes
Probabilistic-based design optimization,Mathematical optimization,Control theory,Computer science,Test functions for optimization,Fuzzy logic,Multi-objective optimization,Multi-swarm optimization,Transfer function,Fuzzy control system,Control system
Conference
Volume
ISBN
Citations 
5
978-1-4244-5958-2
0
PageRank 
References 
Authors
0.34
3
2
Name
Order
Citations
PageRank
Weidong Wu102.37
Xingwei An22111.88