Hédy Attouch

Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods

Hédy Attouch, Jérôme Bolte, B. F. Svaiter · Mathematical Programming · 2011 · 1.4K citations

Numerical Analysis, Proximal Algorithms, Descent Methods +3

Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality

Hédy Attouch, Jérôme Bolte, Patrick Redont et al. · Mathematics of Operations Research · 2010 · 1.2K citations · Full text

Numerical Analysis, Nonconvex Problems, Engineering +13

An Inertial Proximal Method for Maximal Monotone Operators via Discretization of a Nonlinear Oscillator with Damping

Felipe Álvarez, Hédy Attouch · Set-Valued Analysis · 2001 · 755 citations · Full text

Variational Analysis in Sobolev and BV Spaces

Hédy Attouch, Giuseppe Buttazzo, Gérard Michaille · Society for Industrial and Applied Mathematics eBooks · 2014 · 313 citations

Dirichlet Form, Calculus Of Variation, Variational Analysis +1

THE HEAVY BALL WITH FRICTION METHOD, I. THE CONTINUOUS DYNAMICAL SYSTEM: GLOBAL EXPLORATION OF THE LOCAL MINIMA OF A REAL-VALUED FUNCTION BY ASYMPTOTIC ANALYSIS OF A DISSIPATIVE DYNAMICAL SYSTEM

Hédy Attouch, Xavier Goudou, Patrick Redont · Communications in Contemporary Mathematics · 2000 · 296 citations

Engineering, Mechanical Engineering, Computational Mechanics +22