Title :
Multiobjective optimization method for analog circuits design based on fuzzy logic
Author :
Oltean, Gabriel ; Miron, Costin ; Mocean, Emilia
Author_Institution :
Tech. Univ. of Cluj-Napoca, Romania
Abstract :
The paper presents a new method for optimizing analog circuit design. The method performs a multiobjective optimization, the parameter modification taking into account the degrees of unfulfilment for all the requirements. For the optimization problem formulation, it uses fuzzy sets to define fuzzy objectives and for the optimization strategy, it uses a fuzzy system to compute new parameter values. The solution of the multiobjective optimization is a set of Pareto optimal points and we try to find it by means of a population of solutions. After introducing our optimization method, we validate our method by optimizing the design of a basic two stage CMOS op-amp. As expected, the results prove that the method is efficient and supplies very good final optimal solutions.
Keywords :
CMOS analogue integrated circuits; Pareto distribution; circuit CAD; circuit optimisation; fuzzy logic; fuzzy set theory; fuzzy systems; integrated circuit design; operational amplifiers; Pareto optimal points; analog circuit design; design method validation; design requirements unfulfilment degrees; fuzzy logic; fuzzy objectives; fuzzy sets; fuzzy system; multiobjective optimization method; optimization problem formulation; optimization strategy; parameter modification; parameter values; two stage CMOS op-amp; Analog circuits; Analog integrated circuits; Design optimization; Fuzzy logic; Fuzzy sets; Fuzzy systems; Humans; Operational amplifiers; Optimization methods; Pareto optimization;
Conference_Titel :
Electronics, Circuits and Systems, 2002. 9th International Conference on
Print_ISBN :
0-7803-7596-3
DOI :
10.1109/ICECS.2002.1046285