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- W2911472431 abstract "Designing an analog electrical circuit requires substantial effort and time by a highly-skilled designer. Many tools have been devised to aid engineers in the design procedure, from simulators to parameter optimization tools, which largely assist in fine-tuning the parameter values of circuits with predetermined topologies. In this paper, we propose a new approach to circuit optimization that is capable of searching not only for the parameter but also the topological space. Starting from a high-level statement describing a desired circuit functionality, the proposed method can either improve a given circuit, or create a novel topology with given resources, based on the Darwinian theory of evolutionary selection. Our method uses a global parameter optimization method PSADE to speed up evolutionary convergence. We use the proposed algorithm (both single- and multi-objective) to successfully evolve passive, active, and BiCMOS circuits." @default.
- W2911472431 created "2019-02-21" @default.
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- W2911472431 date "2019-04-01" @default.
- W2911472431 modified "2023-10-17" @default.
- W2911472431 title "Analog circuit topology synthesis by means of evolutionary computation" @default.
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- W2911472431 doi "https://doi.org/10.1016/j.engappai.2019.01.012" @default.
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