DocumentCode :
420449
Title :
An evolutionary approach for multi-objective optimization of nonlinear microwave circuits
Author :
Brito, Leonardo C. ; De Carvalho, Paulo H P
Author_Institution :
Dept. de Engenharia Eletrica, Brasilia Univ., Brazil
Volume :
2
fYear :
2004
fDate :
6-11 June 2004
Firstpage :
949
Abstract :
This paper presents an evolution-based (or genetic) stochastic approach applied to simulation-based optimizations of multiple figures of merit of nonlinear circuit models. The dynamics of the evolutionary method allows for a robust search of the optimal set of non-inferior solutions (Pareto front of the problem), i.e., it tries to achieve the best trade-off curves of the problem. An example shows the robustness of the proposed approach as well as its capacity of achieving sets of solutions with good diversity.
Keywords :
Pareto optimisation; circuit simulation; circuit stability; genetic algorithms; microwave amplifiers; stochastic processes; Pareto front problem; genetic stochastic method; multiobjective optimization; noninferior solutions; nonlinear microwave circuits; optimal set; robust search; simulation based optimizations; trade off curves; Algorithm design and analysis; Circuit simulation; Evolutionary computation; Genetic algorithms; Microwave circuits; Nonlinear circuits; Optimization methods; Robustness; Steady-state; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Microwave Symposium Digest, 2004 IEEE MTT-S International
ISSN :
0149-645X
Print_ISBN :
0-7803-8331-1
Type :
conf
DOI :
10.1109/MWSYM.2004.1339134
Filename :
1339134
Link To Document :
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