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
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;
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
DOI :
10.1109/IWISA.2009.5072625