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A new representation method based on mapping functions for analog circuit automatic design

机译:一种基于映射函数的模拟电路自动设计新表示方法

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Circuit evolutionary design is a way to use evolutionary algorithms to design circuits automatically. Designing a circuit through this method, we must code the circuit first, representing a circuit by a chromosome. This paper proposes an analog circuit coding method based on mapping functions. We use two real numbers between 0 and 1 to represent a component. Mapped by the predefined functions, the two numbers can represent the component type and its connection nodes, they can also represent the component parameter if necessary. The adjacent two components in the chromosome share one-digit code. The coding method has the following features: the chromosome length is nearly equal to the number of components in the circuit, no matter how many components the circuit has; the syntax of the coding is closed, so it won't produce any illegal circuit; the structure of the circuit represented by this coding method is very rich. At last, we conduct two circuit design experiments using the function coding method proposed in this paper, designing a circuit only contain two-terminal components and a circuit containing three-terminal components. We select a typical circuit-a passive filter only containing L and C and an amplifier containing T as our target circuits. The experiment results show that the proposed coding method is effective for designing circuits.
机译:电路进化设计是一种使用进化算法自动设计电路的方法。通过这种方法设计电路时,我们必须首先对电路进行编码,以染色体代表电路。提出了一种基于映射函数的模拟电路编码方法。我们使用介于0和1之间的两个实数来表示一个分量。通过预定义的功能映射,这两个数字可以表示组件类型及其连接节点,必要时还可以表示组件参数。染色体中相邻的两个部分共享一个数字代码。该编码方法具有以下特征:染色体长度几乎等于电路中元件的数目,而不管电路中有多少元件。编码的语法是封闭的,因此不会产生任何非法电路;这种编码方法代表的电路结构非常丰富。最后,我们使用本文提出的函数编码方法进行了两个电路设计实验,设计了仅包含两个端部元件的电路和一个包含三个端部元件的电路。我们选择一个典型的电路-一个仅包含L和C的无源滤波器和一个包含T的放大器作为我们的目标电路。实验结果表明,所提出的编码方法对电路设计是有效的。

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