A Fuzzy Selection Based Constraint Handling Method for Multi-objective Optimization of Analog Cells

Liu, B. , Fernández, F. V., Gao, P. and Gielen, G. (2009) A Fuzzy Selection Based Constraint Handling Method for Multi-objective Optimization of Analog Cells. In: 2009 European Conference on Circuit Theory and Design, Antalya, Turkey, 23-27 Aug 2009, pp. 611-614. ISBN 9781424438969

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Abstract

In this paper, a constraint handling technique for multi-objective optimization of analog cells is presented. Selection-based constraint handling and fuzzy membership functions are combined to construct a new constraint handling method, multi-objective fuzzy selection (MOFS). This is integrated with multi-objective sizing, which has the following two advantages: (1) enhances the effectiveness and efficiency of handling specifications distinctly; (2) specializes in solving multi-objective analog sizing problems mimicking the designer's interactive design process, avoiding inflexibility of crisp constraint sizing methods.

Item Type:Conference Proceedings
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Liu, Professor Bo
Authors: Liu, B., Fernández, F. V., Gao, P., and Gielen, G.
College/School:College of Science and Engineering > School of Engineering
ISBN:9781424438969
Published Online:02 October 2009

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