Surrogate Assisted Optimization for Low-Voltage Low-Power Circuit Design
| Autor: | Amel Garbaya, Mouna Kotti, Mourad Fakhfakh, Esteban Tlelo-Cuautle |
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| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: | |
| Zdroj: | Journal of Low Power Electronics and Applications, Vol 10, Iss 2, p 20 (2020) |
| Druh dokumentu: | article |
| ISSN: | 10020020 2079-9268 |
| DOI: | 10.3390/jlpea10020020 |
| Popis: | Low-voltage low-power (LVLP) circuit design and optimization is a hard and time-consuming task. In this study, we are interested in the application of the newly proposed meta-modelling technique to alleviate such burdens. Kriging-based surrogate models of circuits’ performances were constructed and then used within a metaheuristic-based optimization kernel in order to maximize the circuits’ sizing. The JAYA algorithm was used for this purpose. Three topologies of CMOS current conveyors (CCII) were considered to showcase the proposed approach. The achieved performances were compared to those obtained using conventional LVLP circuit sizing techniques, and we show that our approach offers interesting results. |
| Databáze: | Directory of Open Access Journals |
| Externí odkaz: |
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