Implementing evolutionary optimization on actual quantum processors
Abstract
This paper introduces a new evolutionary algorithm with the support of an actual quantum processor, a computing device which uses phenomena from quantum mechanics to enable a considerable speed-up in computation. In particular, the proposed approach uses quantum superposition and entanglement to implement quantum evolutionary concepts such as quantum chromosome, entangled crossover, rotation mutation, and quantum elitism, to efficiently perform...
Paper Details
Title
Implementing evolutionary optimization on actual quantum processors
Published Date
Oct 1, 2021
Journal
Volume
575
Pages
542 - 562
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