FUGA: A Fuzzy-Genetic Analog Circuit Optimization
Sousa, P.
; Duarte, C.
;
Horta, N.
FUGA: A Fuzzy-Genetic Analog Circuit Optimization, Proc Genetic and Evolutionary Computation Conf. - GECCO, Montreal, Canada, Vol. , pp. - , July, 2009.
Digital Object Identifier:
Download Full text PDF ( 194 KBs)
Abstract
This paper describes an innovative analog circuit design
optimization kernel. The new approach generates fuzzy models for qualitative reasoning based on a DOE approach. The models are then used within a standard genetic algorithm implementation enhancing the search by incorporating design knowledge represented by the fuzzy models. The achieved performance is discussed for a set of well known analog circuit structures.
