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Research and application on a novel clustering algorithm of quantum optimization in server load balancing - MaRDI portal

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Research and application on a novel clustering algorithm of quantum optimization in server load balancing (Q1718566)

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scientific article; zbMATH DE number 7016620
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English
Research and application on a novel clustering algorithm of quantum optimization in server load balancing
scientific article; zbMATH DE number 7016620

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    Research and application on a novel clustering algorithm of quantum optimization in server load balancing (English)
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    8 February 2019
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    Summary: A quantum optimization scheme in network cluster server task scheduling is proposed. We explore and research the distribution theory of energy field in quantum mechanics; specially, we apply it to data clustering. We compare the quantum optimization method with genetic algorithm (GA), ant colony optimization (ACO), simulated annealing algorithm (SAA). At the same time, we prove its validity and rationality by analog simulation and experiment.
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