Title :
A new circuit representation method for Analog circuit design automation
Author :
Wang, Feng ; Li, Yuanxiang ; Li, Kangshun ; Lin, Zhiyi
Author_Institution :
Dept. of Comput. Sci., Wuhan Univ., Wuhan
Abstract :
The Analog circuits are very important in many high-speed applications such as communications. Since the size of analog circuit is becoming larger and more complex, the design is becoming more and more difficult. This paper proposes a new circuit representation method based on a two-layer evolutionary scheme with genetic programming (TLGP), which uses a divide-and-conquer approach to evolve the analog circuits. This representation has the desirable property which is more helpful to generate expectant circuit graphs. And it is capable of generating various kinds of circuits by evolving the circuits with dynamical size, circuit topology, and component values. The experimental results on the designs of the voltage amplifier and the low-pass filter show that this method is efficient.
Keywords :
analogue circuits; divide and conquer methods; genetic algorithms; network synthesis; network topology; analog circuit design automation; circuit graphs; circuit representation method; circuit topology; divide-and-conquer approach; genetic programming; low-pass filter; two-layer evolutionary scheme; Analog circuits; Biological cells; Cells (biology); Circuit synthesis; Circuit topology; Collaboration; Design automation; Encoding; Genetic programming; Hardware;
Conference_Titel :
Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1822-0
Electronic_ISBN :
978-1-4244-1823-7
DOI :
10.1109/CEC.2008.4631059