Fast optimization via inertial dynamics with closed-loop dam**
In a real Hilbert space H, in order to develop fast optimization methods, we analyze the
asymptotic behavior, as time t tends to infinity, of a large class of autonomous dissipative …
asymptotic behavior, as time t tends to infinity, of a large class of autonomous dissipative …
On the critical coupling for Kuramoto oscillators
The celebrated Kuramoto model captures various synchronization phenomena in biological
and man-made dynamical systems of coupled oscillators. It is well known that there exists a …
and man-made dynamical systems of coupled oscillators. It is well known that there exists a …
Convergence of inertial dynamics and proximal algorithms governed by maximally monotone operators
We study the behavior of the trajectories of a second-order differential equation with
vanishing dam**, governed by the Yosida regularization of a maximally monotone …
vanishing dam**, governed by the Yosida regularization of a maximally monotone …
Convergence of a relaxed inertial forward–backward algorithm for structured monotone inclusions
H Attouch, A Cabot - Applied Mathematics & Optimization, 2019 - Springer
In a Hilbert space HH, we study the convergence properties of a class of relaxed inertial
forward–backward algorithms. They aim to solve structured monotone inclusions of the form …
forward–backward algorithms. They aim to solve structured monotone inclusions of the form …
Second order forward-backward dynamical systems for monotone inclusion problems
We begin by considering second order dynamical systems of the from
̈x(t)+γ(t)̇x(t)+λ(t)B(x(t))=0, where B:\calH→\calH is a cocoercive operator defined on a real …
̈x(t)+γ(t)̇x(t)+λ(t)B(x(t))=0, where B:\calH→\calH is a cocoercive operator defined on a real …
Convergence of a relaxed inertial proximal algorithm for maximally monotone operators
H Attouch, A Cabot - Mathematical Programming, 2020 - Springer
In a Hilbert space HH, given A: H → 2^ HA: H→ 2 H a maximally monotone operator, we
study the convergence properties of a general class of relaxed inertial proximal algorithms …
study the convergence properties of a general class of relaxed inertial proximal algorithms …
Continuous-time analysis of accelerated gradient methods via conservation laws in dilated coordinate systems
We analyze continuous-time models of accelerated gradient methods through deriving
conservation laws in dilated coordinate systems. Namely, instead of analyzing the dynamics …
conservation laws in dilated coordinate systems. Namely, instead of analyzing the dynamics …
Modified accelerated Bregman projection methods for solving quasi-monotone variational inequalities
In this paper, we introduce three new inertial-like Bregman projection methods with a
nonmonotone adaptive step-size for solving quasi-monotone variational inequalities in real …
nonmonotone adaptive step-size for solving quasi-monotone variational inequalities in real …
Newton-like inertial dynamics and proximal algorithms governed by maximally monotone operators
The introduction of the Hessian dam** in the continuous version of Nesterov's accelerated
gradient method provides, by temporal discretization, fast proximal gradient algorithms …
gradient method provides, by temporal discretization, fast proximal gradient algorithms …
A relaxed inertial forward-backward-forward algorithm for solving monotone inclusions with application to GANs
We introduce a relaxed inertial forward-backward-forward (RIFBF) splitting algorithm for
approaching the set of zeros of the sum of a maximally monotone operator and a single …
approaching the set of zeros of the sum of a maximally monotone operator and a single …