DocumentCode :
2926146
Title :
Efficiently finding the ‘best’ solution with multi-objectives from multiple topologies in topology library of analog circuit
Author :
Liu, Yu ; Yoshioka, Masato ; Homma, Katsumi ; Shibuya, Toshiyuki
Author_Institution :
Fujitsu Labs. Ltd., Kawasaki
fYear :
2009
fDate :
19-22 Jan. 2009
Firstpage :
498
Lastpage :
503
Abstract :
This paper presents a new method using multi-objective optimization algorithm to automatically find the best solution from a topology library of analog circuits. Firstly this method abstracts the Pareto-front of each topology in the library by SPICE simulation. Then, the Pareto-front of the topology library is abstracted from the Pareto-fronts of topologies in the library followed by the theorem we proved. The best solution which is defined as the nearest point to specification on the Pareto-front of the topology library is then calculated by the equations derived from collinearity theorem. After the local searching using Nelder-Mead method maps the calculated best solution back to design variable space, the non-dominated best solution is obtained.
Keywords :
Pareto analysis; SPICE; analogue circuits; circuit CAD; network topology; Nelder-Mead method maps; Pareto-front; SPICE simulation; analog circuit topology library; analog designs; collinearity theorem; multiobjective optimization algorithm; Analog circuits; Approximation algorithms; Circuit topology; Design automation; Design optimization; Equations; Laboratories; Libraries; Optimization methods; Space exploration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Design Automation Conference, 2009. ASP-DAC 2009. Asia and South Pacific
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-2748-2
Electronic_ISBN :
978-1-4244-2749-9
Type :
conf
DOI :
10.1109/ASPDAC.2009.4796529
Filename :
4796529
Link To Document :
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