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Quarterly (Spring, Summer, Fall, Winter)
141 pp. per issue
7 x 10
Founded: 1993
ISSN 1063-6560
E-ISSN 1530-9304
2008 ISI Impact Factor: 3.000
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Spring 2006, Vol. 14, No. 1, Pages 21-40
Posted Online April 10, 2006.
(doi:10.1162/evco.2006.14.1.21)
© 2006 Massachusetts Institute of Technology
Human-Competitive Evolution of Quantum Computing Artefacts by Genetic Programming Paul MasseyDepartment of Computer Science, University of York, York, YO10 5DD, UK psm111@cs.york.ac.uk John A. ClarkDepartment of Computer Science, University of York, York, YO10 5DD, UK jac@cs.york.ac.uk Susan StepneyDepartment of Computer Science, University of York, York, YO10 5DD, UK susan@cs.york.ac.uk Abstract We show how Genetic Programming (GP) can be used to evolve useful quantum computing artefacts of increasing sophistication and usefulness: firstly specific quantum circuits, then quantum programs, and finally system-independent quantum algorithms. We conclude the paper by presenting a human-competitive Quantum Fourier Transform (QFT) algorithm evolved by GP.
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