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Evolutionary design of analog electrical circuits using genetic programming

机译:基因编程模拟电路的进化设计

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The design (synthesis) of analog electrical circuits entails the creation of both the topology and sizing (numerical values) of all of the circuit's components. There has previously been no general automated technique for automatically designingan analog electrical circuit from a high-level statement of the circuit's desired behavior. This paper shows how genetic programming can be used to automate the design of both the topology and sizing of a suite of five prototypical analog circuits,including a lowpass filter, a tri-state frequency discriminator circuit, a 60 dB amplifier, a computational circuit for the square root, and a time-optimal robot controller circuit. All five of these genetically evolved circuits constitute instances of an evolutionary computation technique solving a problem that is usually thought to require human intelligence.
机译:模拟电路的设计(综合)需要创建所有电路组件的拓扑和尺寸(数值)。以前没有一般的自动化技术,用于从电路所需行为的高级陈述自动设计模拟电路。本文展示了如何使用遗传编程如何自动设计五种原型模拟电路套件的拓扑结构和尺寸,包括低通滤波器,三态频率鉴别器电路,60dB放大器,计算电路平方根,以及时间最佳机器人控制器电路。所有五个这些基因演进的电路都构成了解决通常认为需要人类智能的问题的进化计算技术的情况。

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