The Design of Analog Circuits by Means of Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InCollection{koza:1999:dacGP,

• author = "John Koza and Forrest H {Bennett III} and David Andre and Martin A. Keane",
• title = "The Design of Analog Circuits by Means of Genetic Programming",
• booktitle = "Evolutionary Design by Computers",
• publisher = "Morgan Kaufmann",
• year = "1999",
• editor = "Peter Bentley",
• chapter = "16",
• pages = "365--385",
• address = "San Francisco, USA",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-55860-605-X",
• URL = "http://www.genetic-programming.com/jkpdf/edc1999.pdf",
• URL = "http://www.cs.ucl.ac.uk/staff/P.Bentley/evdes.html",
• abstract = "In this chapter, genetic programming succeeded in evolving both the topology and sizing of six different prototypical analog electrical circuits, including a lowpass filter, a highpass 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 six of these genetically evolved circuits constitute instances of an evolutionary computation technique solving a problem that is usually thought to require human intelligence. There has previously been no general automated technique for synthesizing an analog electrical circuit from a high-level statement of the circuit's desired behavior. The approach using genetic programming to the problem of analog circuit synthesis is general; it can be directly applied to other problems of analog circuit synthesis. Each of the problems in this chapter illustrates the automatic creation of a satisfactory way of how to do it from a high-level statement of what needs to be done.",

}

Genetic Programming entries for John Koza Forrest Bennett David Andre Martin A Keane

Citations