Machine invention of quantum computing circuits by means of genetic programming
Created by W.Langdon from
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- @Article{DBLP:journals/aiedam/SpectorK08,
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author = "Lee Spector and Jon Klein",
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title = "Machine invention of quantum computing circuits by
means of genetic programming",
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journal = "Artificial Intelligence for Engineering Design,
Analysis and Manufacturing",
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volume = "22",
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number = "3",
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year = "2008",
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pages = "275--283",
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DOI = "doi:10.1017/S0890060408000188",
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bibsource = "DBLP, http://dblp.uni-trier.de",
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keywords = "genetic algorithms, genetic programming, Artificial
Intelligence, Machine Invention, Quantum Computing",
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size = "9 pages",
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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.",
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notes = "quantum computer simulator (QGAME). Push",
- }
Genetic Programming entries for
Lee Spector
Jon Klein
Citations