Evolving Quantum Circuits Using Genetic Algorithm

2002 NASA/DoD Conference on Evolvable Hardware (EH'02) p. 177
Evolving Quantum Circuits Using Genetic Algorithm
Martin Lukac, Portland State University
Marek Perkowski, Portland State University

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DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/EH.2002.1029883
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Abstract
Abstract: In this paper we focus on a general approach of using genetic algorithm (GA) to evolve Quantum circuits (QC). We propose a generic GA to evolve arbitrary quantum circuit specified by a (target) unitary matrix as well as a specific encoding that reduces the time of calculating the resultant unitary matrices of chromosomes. We demonstrate that, in contrast to previous approaches, our encoding allows synthesis of small quantum circuits of arbitrary type, using standard genetic operators.
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Citation: Martin Lukac, Marek Perkowski, "Evolving Quantum Circuits Using Genetic Algorithm," eh, p. 177, 2002 NASA/DoD Conference on Evolvable Hardware (EH'02), 2002

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