Genetic Programming with Reuse of Known Designs for Industrially Scalable, Novel Circuit Design

Created by W.Langdon from gp-bibliography.bib Revision:1.8178

@InCollection{Mcconaghy:2007:GPTP,

• author = "Trent McConaghy and Pieter Palmers and Georges Gielen and Michiel Steyaert",
• title = "Genetic Programming with Reuse of Known Designs for Industrially Scalable, Novel Circuit Design",
• booktitle = "Genetic Programming Theory and Practice {V}",
• year = "2007",
• editor = "Rick L. Riolo and Terence Soule and Bill Worzel",
• series = "Genetic and Evolutionary Computation",
• chapter = "10",
• pages = "159--184",
• address = "Ann Arbor",
• month = "17-19" # may,
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, synthesis, industrial, analog, integrated circuits, CAD",
• isbn13 = "978-0-387-76308-8",
• URL = "http://trent.st/content/2007-GPTP-novelty_mojito.pdf",
• DOI = "doi:10.1007/978-0-387-76308-8_10",
• size = "25 pages",
• abstract = "This paper shows how aggressive reuse of known designs brings orders-of-magnitude reduction in computational effort, and simultaneously resolves trust issues for synthesised designs, for genetic programming applied to automated structural design. Furthermore, it uses trustworthiness tradeoffs to handle addition of novelty in a trackable fashion. It uses a multi-objective algorithm with an age-layered population structure to avoid premature convergence. While the application here is analog circuit design, the methodology is general enough for many other problem domains.",
• notes = "part of \cite{Riolo:2007:GPTP} published 2008",
• affiliation = "Katholieke Universiteit Leuven Leuven Belgium",

}

Genetic Programming entries for Trent McConaghy Pieter Palmers Georges G E Gielen Michiel Steyaert

Citations