Synthesis of topology and sizing of analog electrical circuits by means ofgenetic programming

Citation
Jr. Koza et al., Synthesis of topology and sizing of analog electrical circuits by means ofgenetic programming, COMPUT METH, 186(2-4), 2000, pp. 459-482
Citations number
33
Categorie Soggetti
Mechanical Engineering
Journal title
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
ISSN journal
00457825 → ACNP
Volume
186
Issue
2-4
Year of publication
2000
Pages
459 - 482
Database
ISI
SICI code
0045-7825(2000)186:2-4<459:SOTASO>2.0.ZU;2-8
Abstract
The design (synthesis) of an analog electrical circuit 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 a utomatically creating the design for an analog electrical circuit from a hi gh-level statement of the circuit's desired behavior. This paper shows how genetic programming can be used to automate the design of eight prototypica l analog circuits, including a lowpass filter, a highpass filter, a bandsto p filter, a tristate frequency discriminator circuit, a frequency-measuring circuit, a 60 dB amplifier, a computational circuit for the square root fu nction, and a time-optimal robot controller circuit. (C) 2000 Published by Elsevier Science S.A. All rights reserved.