A second-order gradient-like dissipative dynamical system with Hessian-driven damping.: Application to optimization and mechanics
By Felipe Alvarez, Hédy Attouch, Jérôme Bolte, Patrick Redont. 2002
214 citations recorded by the source corpus.
Subfields: Computational Theory and Mathematics, Control and Systems Engineering, Mathematical Physics
View Paper: https://www.semanticscholar.org/paper/8d032294b4851b028269c852489938fbfc545157
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computational Theory and Mathematics
- Ernö Robert Csetnek
- Radu Ioan Bot
- Hédy Attouch
- Paul-Emile Maingé
- Alain Haraux
- M. Jendoubi
- R. Chill
- Yekini Shehu
In Control and Systems Engineering
- Paul-Emile Maingé
- Ernö Robert Csetnek
- Radu Ioan Bot
- Hédy Attouch
- M. Jendoubi
- Alain Haraux
- R. Chill
- Hao Wu
In Mathematical Physics
- Ernö Robert Csetnek
- Radu Ioan Bot
- Paul-Emile Maingé
- Alain Haraux
- M. Jendoubi
- Hédy Attouch
- R. Chill
- Yekini Shehu
Citations in the corpus
- APPLICATIONS OF THE ŁOJASIEWICZ–SIMON, GRADIENT INEQUALITY TO GRADIENT-LIKE EVOLUTION EQUATIONS (2009, background): “For other types of second order ordinary differential equations to which the Lojasiewicz technique applies, see [1], [2].”
- ASYMPTOTIC BEHAVIOR OF SECOND-ORDER DISSIPATIVE EVOLUTION EQUATIONS COMBINING POTENTIAL WITH NON-POTENTIAL EFFECTS ∗ (2009, background): “Geometrical damping is of great importance for numerical optimization, and modeling of non elastic shocks in mechanics, see [7].”
- On the second-order asymptotical regularization of linear ill-posed inverse problems (2018, unknown): “an optimization viewpoint, establishing different convergence results and identifying the circumstances under which the rate of convergence of HBF is better than the one of the first order methods; see [1, 2, 3]. Numerical algorithms based on (1.4) for solving some special problems, e.g. inverse sourc”
- Fast optimization via inertial dynamics with closed-loop damping (2020, background): “The introduction of the Hessian-driven damping allows to damp the transversal oscillations that might arise with (HBF), as observed in [9] in the case of the Rosenbrock function.”