Convergence rate of the (1+1)-evolution strategy on locally strongly convex functions with lipschitz...
Convergence rate of the (1+1)-evolution strategy on locally strongly convex functions with lipschitz continuous gradient and their monotonic transformations
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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Evolution strategy (ES) is one of promising classes of algorithms for black-box continuous optimization. Despite its broad successes in applications, theoretical analysis on the speed of its convergence is limited on convex quadratic functions and their monotonic transformation. In this study, an upper bound and a lower bound of the rate of linear...
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Convergence rate of the (1+1)-evolution strategy on locally strongly convex functions with lipschitz continuous gradient and their monotonic transformations
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TN_cdi_proquest_journals_2718736259
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2718736259
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2331-8422
DOI
10.48550/arxiv.2209.12467
