DocumentCode :
527614
Title :
Variable-weight method of multi-objective fuzzy optimization design based on control principle of feedback
Author :
Wu, Weidong ; An, Xingwei
Author_Institution :
Sch. of Mech. Eng., Heilongjiang Inst. of Sci. & Technol., Harbin, China
Volume :
5
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
2500
Lastpage :
2504
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.
Keywords :
closed loop systems; feedback; fuzzy control; optimisation; closed loop feedback control; linear weight method; multiobjective fuzzy optimization; variable weight method; Feedback control; Indexes; Open loop systems; Optimization; Reliability; Transfer functions; Variable-weight method; feedback control; multi-objective optimization; weighted function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
Type :
conf
DOI :
10.1109/ICNC.2010.5583342
Filename :
5583342
Link To Document :
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