20.500.12556/RUL-136747 Evolutionary synthesis of failure-resilient analog circuits 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. evolutionary algorithms analog circuit synthesis failure-resilient circuits NSGA-II algorithm evolucijski algoritmi načrtovanje analognih vezij na okvare odporna vezja algoritem NSGA-II true false true Angleški jezik Slovenski jezik Članek v reviji 2022-05-19 10:08:45 2022-05-19 10:08:45 2022-09-15 04:14:17 0000-00-00 00:00:00 2022 0 0 20 str. iss. 1, art. 156 Vol. 10 Jan. 2022 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004 2227-7390 10.3390/math10010156 92450563 mathematics-10-00156.pdf mathematics-10-00156.pdf 1 7F6F13B6CA72BE93E9A5AC12E3473A0A 2da92072f359d5f52b11da7d88d7a004dc282940b351265c112a54407f7a9228 f4236755-d74a-11ec-8aca-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=156513 https://www.mdpi.com/2227-7390/10/1/156 1 c922d881-d74a-11ec-8aca-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=156512 Fakulteta za elektrotehniko 0 0 0