DocumentCode :
2952267
Title :
Analog design synthesis performing fast pareto frontier exploration
Author :
Weber, Tiago Oliveira ; Van Noije, Wilhelmus Maria
Author_Institution :
Polytech. Sch., Integrated Syst. Lab. LSI, Sao Paulo Univ., São Paulo, Brazil
fYear :
2011
fDate :
23-25 Feb. 2011
Firstpage :
1
Lastpage :
4
Abstract :
This paper presents a technique for performing analog design synthesis providing a fast feedback for the designer through a reduced exploration of the pareto frontier. Simulated Annealing is used as the optimization algorithm and piecewise linear functions are used as single-objective cost functions in order to produce a smooth and equal convergence of all measurements to the desired specifications on the multi-objective cost function. After the minimum specifications are met, a single-objective optimization is performed for each objective in order to obtain a non-exhaustive exploration of the pareto frontier. The results are filtered to obtain the pareto solutions and then re-filtered for multiple 3-D graphs in order to aid the designer to select the solution that best fit his objectives. The proposed technique was verified in the synthesis of a folded cascode amplifier and the results showed good performances and good trade-off between processing time and pareto-frontier exploration.
Keywords :
Pareto optimisation; amplifiers; analogue circuits; simulated annealing; Pareto frontier exploration; analog design synthesis; folded cascode amplifier; multiple 3D graph; piecewise linear function; simulated annealing; single-objective optimization; Algorithm design and analysis; Cost function; Equations; Mathematical model; Simulated annealing; Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (LASCAS), 2011 IEEE Second Latin American Symposium on
Conference_Location :
Bogata
Print_ISBN :
978-1-4244-9484-2
Type :
conf
DOI :
10.1109/LASCAS.2011.5750289
Filename :
5750289
Link To Document :
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