نتائج البحث

Damped inertial dynamics with vanishing Tikhonov regularization: strong asymptotic convergence towards the minimum norm solution

• Authors : Attouch, Hedy; Balhag, Aicha; Chbani, Zaki

Subjects: Mathematics - Optimization and Control

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Fast convergence of dynamical ADMM via time scaling of damped inertial dynamics

• Authors : Attouch, Hedy; Chbani, Zaki; Fadili, Jalal

Subjects: Mathematics - Optimization and Control

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Convergence of damped inertial dynamics governed by regularized maximally monotone operators

• Authors : Attouch, Hedy; Cabot, Alexandre;

Subjects: Asymptotic stabilization; Damped inertial dynamics; Maximally monotone operators

• Source: ISSN: 0022-0396.

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Convergence rates of damped inertial dynamics under geometric conditions

• Authors : Sebbouh, Othmane; Dossal, Charles, H; Rondepierre, Aude ...

Subjects: Lyapunov functions; rate of convergence; ODEs

• Source: ISSN: 1052-6234 ; SIAM Journal on Optimization ; https://hal.science/hal-02173978 ; SIAM Journal on Optimization, 2020, 30 (3), pp.1850-1877. ⟨10.1137/19M1272767⟩.

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Fast proximal methods via time scaling of damped inertial dynamics

• Authors : Attouch, Hedy; Chbani, Zaki; Riahi, Hassan ...

Subjects: Nonsmooth convex optimization; inertial proximal algorithms; Lyapunov analysis

• Source: https://hal.science/hal-01939292 ; 2018.

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A fast continuous time approach for non-smooth convex optimization using Tikhonov regularization technique

• Authors : Mikhail A. Karapetyants (Faculty of Mathematics, University of Vienna)

Subjects: Nonsmooth convex optimization; Damped inertial dynamics; Hessian-driven damping

• Source: Computational Optimization and Applications ; issn:0926-6003

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Time Rescaling of a Primal-Dual Dynamical System with Asymptotically Vanishing Damping

• Authors : David Alexander Hulett (Faculty of Mathematics, University of Vienna); Dang-Khoa Nguyen (Faculty of Mathematics, University of Vienna)

Subjects: Augmented Lagrangian method; Primal-dual dynamical system; Damped inertial dynamics

• Source: Applied Mathematics & Optimization ; issn:0095-4616

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On the effect of perturbations in first-order optimization methods with inertia and Hessian driven damping

• Authors : Attouch, Hedy; Fadili, Jalal M.; Kungurtsev, Vyacheslav ...

Subjects: Hessian driven damping; damped inertial dynamics; accelerated convex optimization

• Source: ISSN: 2163-2480 ; Evolution Equations and Control Theory ; https://hal.science/hal-03275215 ; Evolution Equations and Control Theory, 2023, 12 (1), pp.71-117. ⟨10.3934/eect.2022022⟩.

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Second Order Splitting Dynamics with Vanishing Damping for Additively Structured Monotone Inclusions

• Authors : Radu Ioan Boţ (Faculty of Mathematics, University of Vienna); David Alexander Hulett (Faculty of Mathematics, University of Vienna)

Subjects: Asymptotic stabilization; Damped inertial dynamics; Lyapunov analysis

• Source: Journal of Dynamics and Differential Equations ; issn:1040-7294

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A fast continuous time approach with time scaling for nonsmooth convex optimization

• Authors : Radu Ioan Boţ (Faculty of Mathematics, University of Vienna); Mikhail A. Karapetyants (Faculty of Mathematics, University of Vienna)

Subjects: Nonsmooth convex optimization; Damped inertial dynamics; Hessian-driven damping

• Source: Advances in Continuous and Discrete Models ; issn:2731-4235

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