Quantum Genetic Algorithm Based on Qutrits and Its Application

Valerii Tkachuk

Mathematical Problems in Engineering, 2018, vol. 2018, 1-8

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.

Date: 2018
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Persistent link: https://EconPapers.repec.org/RePEc:hin:jnlmpe:8614073

DOI: 10.1155/2018/8614073

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