Introduction to Continuous Optimization

DOI10.1007/978-3-030-68713-7zbMath1473.90165OpenAlexW3157244600MaRDI QIDQ5855551

Roman A. Polyak

Publication date: 18 March 2021

Published in: Springer Optimization and Its Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-68713-7

zbMATH Keywords

Continuous optimizationnonlinear equilibriumLagrangian transformationlinear and convex optimizationconvex Analysisinterior ellipsoid methods

Mathematics Subject Classification ID

Nonlinear programming (90C30) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to operations research and mathematical programming (90-01)

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Modeling approaches for addressing unrelaxable bound constraints with unconstrained optimization methods ⋮ Stochastic gradient descent with Polyak's learning rate

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