Authors: Huan Chang; Jingsong He
Addresses: Department of Electronic Science and Technology, University of Science and Technology of China, Hefei 230027, China ' Department of Electronic Science and Technology, University of Science and Technology of China, Hefei 230027, China
Abstract: Although digital technology has formed the mainstream instead of analogue, analogue circuits are still vital parts in modern electronic systems. Fault-tolerance performance is an essential factor of analogue circuit design. Especially in extreme environments, faults would be uncertain, time-variant and unpredictable. Fault-tolerance design of analogue circuits under uncertain faults is challenging and complex. Structure diversity design of analogue circuits is promising to be beneficial for solving the fault-tolerance design problems. In this paper, we make researches on the open-ended analogue circuit design with differences in structures by using swarm intelligence. We also improved a variable-length strategy and renewal strategies in PSO according to analogue circuit design. The experimental results on the design of low-pass filters confirm that PSO is able to design rich analogue circuits with diversity in structures. Furthermore, the diverse structures of analogue circuits are profitable for fault-tolerance.
Keywords: analogue circuit design; fault tolerance; robustness; uncertainty; PSO; particle swarm optimisation; evolvable hardware; swarm intelligence; computer application; analogue circuits.
International Journal of Computer Applications in Technology, 2013 Vol.46 No.3, pp.210 - 219
Received: 08 May 2021
Accepted: 12 May 2021
Published online: 23 Mar 2013 *