Fast and Efficient Sensitivity Aware Multi-Objective Optimization of Analog Circuits

Technologies

Omaya Bellaaj Kchaou¹  Mourad Fakhfakh¹  Mouna Kotti¹  Amel Garbaya¹  Omar Guillen-Fernandez²  Esteban Tlelo-Cuautle² 

[1] Department of Electronics, ENET’com, University of Sfax, Sfax 3018, Tunisia;INAOE, Tonantzintla, Puebla 72840, Mexico;

关键词: sensitivity analysis;    multi-objective optimization;    Pareto front;    MOPSO-CD;    NSGA-II;    CMOS;    CCII;    VF;    Richardson extrapolation technique;   

DOI  :  10.3390/technologies7020040

来源: DOAJ

【 摘 要 】

This article introduces a novel approach for generating low-sensitive Pareto fronts of analog circuit performances. The main idea consists of taking advantage from the social interaction between particles within a multi-objective particle swarm optimization algorithm by progressively guiding the global leading process towards low sensitive solutions inside the landscape. We show that the proposed approach significantly outperforms already proposed techniques dealing with the generation of sensitivity-aware Pareto fronts, not only in terms of computing time, but also with regards to the number of solutions forming the tradeoff surface. Performances of our approach are highlighted via the design of two analog circuits.

【 授权许可】

Unknown