On the Theory of Designing Circuits using Genetic Programming and a Minimum of Domain Knowledge

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

@InProceedings{andre:1998:tdcGPmdk,

• author = "David Andre and Forrest H {Bennett III} and John Koza and Martin A. Keane",
• title = "On the Theory of Designing Circuits using Genetic Programming and a Minimum of Domain Knowledge",
• booktitle = "Proceedings of the 1998 IEEE World Congress on Computational Intelligence",
• year = "1998",
• pages = "130--135",
• address = "Anchorage, Alaska, USA",
• month = "5-9 " # may,
• publisher = "IEEE Press",
• keywords = "genetic algorithms, genetic programming, amplifiers, analog circuit design, circuit evolution, computational circuits, embryonic circuit elimination, filters, knowledge representation, minimal domain knowledge, problem-specific knowledge, analogue circuits, circuit CAD, circuit optimisation, intelligent design assistants, knowledge representation, programming",
• ISBN = "0-7803-4869-9",
• file = "c023.pdf",
• URL = "http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=00699489",
• DOI = "doi:10.1109/ICEC.1998.699489",
• size = "6 pages",
• abstract = "The problem of analog circuit design is a difficult problem that is generally viewed as requiring human intelligence to solve. Considerable progress has been made in automating the design of certain categories of purely digital circuits; however, the design of analog electrical circuits and mixed analog-digital circuits has not proved to be as amenable to automation. When critical analog circuits are required for a project, skilled and highly trained experts are necessary. Previous work on applying genetic programming to the design of analog circuits has proved to be successful at evolving a wide variety of circuits, including filters, amplifiers, and computational circuits; however, previous approaches have required the specification of an appropriate embryonic circuit. This paper explores a method to eliminate even this small amount of problem specific knowledge, and, in addition, proves that the representation used is capable of producing all circuits.",
• notes = "ICEC-98 Held In Conjunction With WCCI-98 --- 1998 IEEE World Congress on Computational Intelligence",

}

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

Citations