Analogue Circuit Control through Gene Expression

Created by W.Langdon from gp-bibliography.bib Revision:1.7810

@InProceedings{conf/evoW/CleggS08,

• title = "Analogue Circuit Control through Gene Expression",
• author = "Kester Clegg and Susan Stepney",
• bibdate = "2008-04-15",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/evoW/evoW2008.html#CleggS08",
• booktitle = "Proceedings of Evo{COMNET}, Evo{FIN}, Evo{HOT}, Evo{IASP}, Evo{MUSART}, Evo{NUM}, Evo{STOC}, and EvoTransLog, Applications of Evolutionary Computing, EvoWorkshops",
• publisher = "Springer",
• year = "2008",
• volume = "4974",
• editor = "Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni {Di Caro} and Rolf Drechsler and Anik{\'o} Ek{\'a}rt and Anna Esparcia-Alc{\'a}zar and Muddassar Farooq and Andreas Fink and Jon McCormack and Michael O'Neill and Juan Romero and Franz Rothlauf and Giovanni Squillero and Sima Uyar and Shengxiang Yang",
• isbn13 = "978-3-540-78760-0",
• pages = "154--163",
• series = "Lecture Notes in Computer Science",
• DOI = "doi:10.1007/978-3-540-78761-7_16",
• address = "Naples",
• month = "26-28 " # mar,
• keywords = "genetic algorithms, genetic programming, Cartesian genetic programming",
• abstract = "Software configurable analogue arrays offer an intriguing platform for automated design by evolutionary algorithms. Like previous evolvable hardware experiments, these platforms are subject to noise during physical interaction with their environment. We report preliminary results of an evolutionary system that uses concepts from gene expression to both discover and decide when to deploy analogue circuits. The output of a circuit is used to trigger its reconfiguration to meet changing conditions. We examine the issues of noise during our evolutionary runs, show how this was overcome and illustrate our system with a simple proof-of-concept task that shows how the same mechanism of control works for progressive developmental stages (canalisation) or adaptable control (homoeostasis).",

}

Genetic Programming entries for Kester Clegg Susan Stepney

Citations