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Newton-like Inertial Dynamics and Proximal Algorithms Governed by Maximally Monotone Operators
- Source :
- SIAM Journal on Optimization. 30:3252-3283
- Publication Year :
- 2020
- Publisher :
- Society for Industrial & Applied Mathematics (SIAM), 2020.
-
Abstract
- The introduction of the Hessian damping in the continuous version of Nesterov's accelerated gradient method provides, by temporal discretization, fast proximal gradient algorithms where the oscilla...
- Subjects :
- Hessian matrix
021103 operations research
Time-dependent viscosity
Inertial frame of reference
Dynamics (mechanics)
0211 other engineering and technologies
010103 numerical & computational mathematics
02 engineering and technology
01 natural sciences
Theoretical Computer Science
symbols.namesake
Monotone polygon
symbols
0101 mathematics
Temporal discretization
Newton's method
Algorithm
Gradient method
Software
Mathematics
Subjects
Details
- ISSN :
- 10957189 and 10526234
- Volume :
- 30
- Database :
- OpenAIRE
- Journal :
- SIAM Journal on Optimization
- Accession number :
- edsair.doi...........2a32a21d5f87e6eb38cc330b45616cdc