Evolutionary synthesis of failure-resilient analog circuits

Rojec, Žiga (author), Fajfar, Iztok (author), Bűrmen, Árpád (author)

Analog circuit design requires large amounts of human knowledge. A special case of circuit design is the synthesis of robust and failure-resilient electronics. Evolutionary algorithms can aid designers in exploring topologies with new properties. Here, we show how to encode a circuit topology with an upper-triangular incident matrix and use the NSGA-II algorithm to find computational circuits that are robust to component failure. Techniques for robustness evaluation and evolutionary algorithm guidances are described. As a result, we evolve square root and natural logarithm computational circuits that are robust to high-impedance or short-circuit malfunction of an arbitrary rectifying diode. We confirm the simulation results by hardware circuit implementation and measurements. We think that our research will inspire further searches for failure-resilient topologies.

• Language: English
• Keywords: evolutionary algorithms, analog circuit synthesis, failure-resilient circuits, NSGA-II algorithm
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: FE - Faculty of Electrical Engineering
• Publication status: Published
• Publication version: Version of Record
• Year: 2022
• Number of pages: 20 str.
• Numbering: Vol. 10, iss. 1, art. 156
• PID: 20.500.12556/RUL-136747
• UDC: 004
• ISSN on article: 2227-7390
• DOI: 10.3390/math10010156
• COBISS.SI-ID: 92450563
• Publication date in RUL: 19.05.2022

Record is a part of a journal

• Title: Mathematics
• Shortened title: Mathematics
• Publisher: MDPI AG
• ISSN: 2227-7390
• COBISS.SI-ID: 523267865

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
• Licensing start date: 05.01.2022

Secondary language

• Language: Slovenian
• Keywords: evolucijski algoritmi, načrtovanje analognih vezij, na okvare odporna vezja, algoritem NSGA-II

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P2-0246
• Name: ICT4QoL - Informacijsko komunikacijske tehnologije za kakovostno življenje