Evolving Quantum Logic Gate Circuits in Qiskit
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{newbold:2024:GECCOcomp,
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author = "Thomas Newbold and Alberto Moraglio",
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title = "Evolving Quantum Logic Gate Circuits in Qiskit",
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booktitle = "GECCO Student Workshop",
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year = "2024",
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editor = "Amir H Gandomi",
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pages = "2111--2114",
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address = "Melbourne, Australia",
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series = "GECCO '24",
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month = "14-18 " # jul,
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organisation = "SIGEVO",
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publisher = "Association for Computing Machinery",
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publisher_address = "New York, NY, USA",
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keywords = "genetic algorithms, genetic programming, evolutionary
algorithms, quantum logic gates, quantum fourier
transform, qiskit",
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isbn13 = "979-8-4007-0495-6",
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DOI = "doi:10.1145/3638530.3664108",
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size = "4 pages",
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abstract = "The emergence of quantum computers represents a
crucial leap forward in practical computability, when
compared to classical architectures. Harnessing that
power effectively is an exercise of increasing
importance. Despite research in this field expanding
rapidly, little headway has been made towards new
quantum algorithms. The complexity of quantum systems
makes them conceptually inaccessible to non-experts;
therefore, programs are hard to design, hindering
advancement. This paper presents a method for
genetically encoding and designing arbitrary circuits
in Qiskit, a software library developed by IBM for
simulating quantum logic gates. The effectiveness of
the system is verified by evolving solutions to the
Toffoli gate and Quantum Fourier Transform problems.",
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notes = "GECCO-2024 Student Workshop A Recombination of the
33rd International Conference on Genetic Algorithms
(ICGA) and the 29th Annual Genetic Programming
Conference (GP)",
- }
Genetic Programming entries for
Thomas Robert Newbold
Alberto Moraglio
Citations