Inproceedings,

Multi-objective Adaptive Scheme for Analog Circuit Design Based on Two-layer Genetic Programming

, and .
ICNN&B'05. International Conference on Neural Networks and Brain, 1, page 274--278. IEEE, (13-15 October 2005)
DOI: doi:10.1109/ICNNB.2005.1614614

Abstract

Analog circuits are very important in many high-speed applications. Since the size of analog circuit is becoming larger and more complex, the design is becoming more and more difficult. In this paper, a novel design approach which uses a divide-and-conquer method to evolve the analog circuits is proposed, and a multi-objective adaptive scheme is presented at the same time. The fitness function can be integrated into a vector and the circuit can be evolved more practically than before by this multi-objective adaptive scheme. The experimental results on the designs of the voltage amplifier and the low-pass filter show that this algorithm is efficient.

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