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Friction-adaptive descent: a family of dynamics-based optimization methods - MaRDI portal

Friction-adaptive descent: a family of dynamics-based optimization methods (Q6087370)

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scientific article; zbMATH DE number 7765717
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English
Friction-adaptive descent: a family of dynamics-based optimization methods
scientific article; zbMATH DE number 7765717

    Statements

    title
    Friction-adaptive descent: a family of dynamics-based optimization methods (English)
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    author
    Aikaterini Karoni
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    Benedict J. Leimkuhler
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    Gabriel Stoltz
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    publication date
    15 November 2023
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    zbMATH Keywords
    convex and nonconvex optimization
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    Nosé-Hoover dynamics
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    adaptive Langevin
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    gradient descent
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    Polyak heavy ball method
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    Hamiltonian system
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    cubic damping
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    Identifiers

    arXiv ID
    2306.06738
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    Mathematics Subject Classification ID
    37M05
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    37M22
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    37M15
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    65K10
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    82M37
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    zbMATH DE Number
    7765717
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    OpenAlex ID
    W4386080447
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    DOI
    10.3934/JCD.2023007
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