Saddle Point Optimization with Approximate Minimization Oracle and its Application to Robust Berthin...
Saddle Point Optimization with Approximate Minimization Oracle and its Application to Robust Berthing Control
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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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Contents
We propose an approach to saddle point optimization relying only on oracles that solve minimization problems approximately. We analyze its convergence property on a strongly convex--concave problem and show its linear convergence toward the global min--max saddle point. Based on the convergence analysis, we develop a heuristic approach to adapt the...
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Full title
Saddle Point Optimization with Approximate Minimization Oracle and its Application to Robust Berthing Control
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TN_cdi_proquest_journals_2533060711
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2533060711
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E-ISSN
2331-8422
DOI
10.48550/arxiv.2105.11586
