A novel heuristic for multi-objective optimization of analog circuit performances |
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Authors: | Mourad Fakhfakh Mourad Loulou Nouri Masmoudi |
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Institution: | (1) University of Sfax, Mourad Fakhfakh BP 1069, Sfax, 3018, Tunisia |
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Abstract: | We present a novel heuristic for optimizing analog circuit performances. It deals with generating the Pareto front using the
topological properties of the feasible solution space. This heuristic allows us generating optimal values of circuit parameters
in reduced computation time and memory consumption. Unlike basic metaheuristics, it does not need optimization background
from the user in order to be easily adapted to different applications. It can thus be smoothly integrated into an automated
design flow. This novel approach enables us to further improve (good) performances that were already reached using other optimizing
techniques. Robustness of the algorithm was proved using specific difficult test problems. |
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