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Title: Quantum Genetic Algorithm Based on Qutrits and Its Application
Authors: Tkachuk, Valerii
Keywords: function optimization
quantum genetic algorithm
quantum computation
Issue Date: 2018
Citation: 1. Tkachuk V., Quantum Genetic Algorithm Based on Qutrits and Its Application, Mathematical Problems in Engineering, V. 2018, Article ID 8614073, 8 pages.
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.
Appears in Collections:Статті та тези (ФМІ)

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