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Quantum Genetic Algorithm Based on Qutrits and Its Application

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  • Valerii Tkachuk

Abstract

Typical approaches to designing quantum genetic algorithms are based on a concept of a qubit, a two-level quantum system. But many-valued quantum logic is more perspective from the point of view of the computational power. This paper proposes a quantum genetic algorithm based on a three-level quantum system in order to accelerate evolutionary process. Simulation using a set of standard test functions proves that the given algorithm is more effective and precise than the conventional quantum genetic algorithm.

Suggested Citation

  • Valerii Tkachuk, 2018. "Quantum Genetic Algorithm Based on Qutrits and Its Application," Mathematical Problems in Engineering, Hindawi, vol. 2018, pages 1-8, April.
    • Handle: RePEc:hin:jnlmpe:8614073
    DOI: 10.1155/2018/8614073
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