Using Differential Evolution to avoid local minima in Variational Quantum Algorithms
Using Differential Evolution to avoid local minima in Variational Quantum Algorithms
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London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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Variational Quantum Algorithms (VQAs) are among the most promising NISQ-era algorithms for harnessing quantum computing in diverse fields. However, the underlying optimization processes within these algorithms usually deal with local minima and barren plateau problems, preventing them from scaling efficiently. Our goal in this paper is to study alt...
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Using Differential Evolution to avoid local minima in Variational Quantum Algorithms
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TN_cdi_doaj_primary_oai_doaj_org_article_3216ff1c22b641e3b6021adf63c0d116
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_3216ff1c22b641e3b6021adf63c0d116
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-023-43404-3
