DocumentCode
2031369
Title
A Hybrid Genetic Algorithm with Hyper-Mutation and Elitist Strategies for Automated Analog Circuit Design
Author
Liu, Mingguo ; He, Jingsong
Author_Institution
Dept. of Electron. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei
fYear
2009
fDate
23-24 May 2009
Firstpage
1
Lastpage
4
Abstract
Analog circuits are of great importance in electronic system design. Considering the lack of simple GA on evolving the analog circuit´s components values, this paper proposes a hybrid genetic algorithm with hyper-mutation and elitist strategy. Experimental results show that, the proposed algorithm performs much better than simple GA. This paper proposes an efficient way of automated analog circuit design. It is obvious that, evolutionary methods have significant importance and large potential in analog circuit design automatization.
Keywords
analogue integrated circuits; genetic algorithms; integrated circuit design; automated analog circuit design; electronic system design; elitist strategy; evolutionary method; genetic algorithm; hypermutation strategy; Algorithm design and analysis; Analog circuits; Analog integrated circuits; Biological cells; Circuit topology; Design automation; Genetic algorithms; Genetic mutations; Genetic programming; Helium;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-3893-8
Electronic_ISBN
978-1-4244-3894-5
Type
conf
DOI
10.1109/IWISA.2009.5072625
Filename
5072625
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