Machine invention of quantum computing circuits by means of genetic programming

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

@Article{DBLP:journals/aiedam/SpectorK08,

• author = "Lee Spector and Jon Klein",
• title = "Machine invention of quantum computing circuits by means of genetic programming",
• journal = "Artificial Intelligence for Engineering Design, Analysis and Manufacturing",
• volume = "22",
• number = "3",
• year = "2008",
• pages = "275--283",
• DOI = "doi:10.1017/S0890060408000188",
• bibsource = "DBLP, http://dblp.uni-trier.de",
• keywords = "genetic algorithms, genetic programming, Artificial Intelligence, Machine Invention, Quantum Computing",
• size = "9 pages",
• abstract = "We demonstrate the use of genetic programming in the automatic invention of quantum computing circuits that solve problems of potential theoretical and practical significance. We outline a developmental genetic programming scheme for such applications; in this scheme the evolved programs, when executed, build quantum circuits and the resulting quantum circuits are then tested for fitness using a quantum computer simulator. Using the PushGP genetic programming system and the QGAME quantum computer simulator we demonstrate the invention of a new, better than classical quantum circuit for the two-oracle AND/OR problem.",
• notes = "quantum computer simulator (QGAME). Push",

}

Genetic Programming entries for Lee Spector Jon Klein

Citations